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@proceedings{DBLP:conf/mod/2023-1,
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-53969-5},
doi = {10.1007/978-3-031-53969-5},
isbn = {978-3-031-53968-8},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/2023-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/mod/2023-2,
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-53966-4},
doi = {10.1007/978-3-031-53966-4},
isbn = {978-3-031-53965-7},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/2023-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/AnagnostouPT23,
author = {Panagiotis Anagnostou and
Nicos G. Pavlidis and
Sotiris K. Tasoulis},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Ensemble Clustering for Boundary Detection in High-Dimensional Data},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {324--333},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_24},
doi = {10.1007/978-3-031-53966-4\_24},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/AnagnostouPT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ArellanoOKC23,
author = {Silvia Arellano and
Beatriz Otero and
Tomasz Piotr Kucner and
Ramon Canal},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {A 3D Terrain Generator: Enhancing Robotics Simulations with GANs},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {212--226},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_17},
doi = {10.1007/978-3-031-53969-5\_17},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/ArellanoOKC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ArellanoOT23,
author = {Silvia Arellano and
Beatriz Otero and
Rub{\'{e}}n Tous},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Exploring Image Transformations with Diffusion Models: {A} Survey
of Applications and Implementation Code},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {19--33},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_2},
doi = {10.1007/978-3-031-53966-4\_2},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/ArellanoOT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/AtmakuruFNB23,
author = {Akhila Atmakuru and
Giuseppe Di Fatta and
Giuseppe Nicosia and
Atta Badii},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Improved Filter-Based Feature Selection Using Correlation and Clustering
Techniques},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {379--389},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_28},
doi = {10.1007/978-3-031-53969-5\_28},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/AtmakuruFNB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/AtmakuruFNVB23,
author = {Akhila Atmakuru and
Giuseppe Di Fatta and
Giuseppe Nicosia and
Ali Varzandian and
Atta Badii},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Sensitivity Analysis for Feature Importance in Predicting Alzheimer's
Disease},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {449--465},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_33},
doi = {10.1007/978-3-031-53966-4\_33},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/AtmakuruFNVB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BandiG23,
author = {N{\'{a}}ndor B{\'{a}}ndi and
No{\'{e}}mi Gask{\'{o}}},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Solving Continuous Optimization Problems with a New Hyperheuristic
Framework},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {116--130},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_10},
doi = {10.1007/978-3-031-53969-5\_10},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/BandiG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BeckmannB23,
author = {Sven Beckmann and
Bernhard Bauer},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Evaluation of Selected Autoencoders in the Context of End-User Experience
Management},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {222--236},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_17},
doi = {10.1007/978-3-031-53966-4\_17},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/BeckmannB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BellarminoCS23,
author = {Nicol{\`{o}} Bellarmino and
Riccardo Cantoro and
Giovanni Squillero},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {{U-FLEX:} Unsupervised Feature Learning with Evolutionary eXploration},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {364--378},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_27},
doi = {10.1007/978-3-031-53969-5\_27},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/BellarminoCS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BoldiniDABB23,
author = {Giacomo Boldini and
Alessio Diana and
Vincenzo Arceri and
Vincenzo Bonnici and
Roberto Bagnara},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {A Machine Learning Approach for Source Code Similarity via Graph-Focused
Features},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {53--67},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_5},
doi = {10.1007/978-3-031-53969-5\_5},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/BoldiniDABB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BonfiglioCM23,
author = {Alessio Bonfiglio and
Marco Cannici and
Matteo Matteucci},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {SoftCut: {A} Fully Differentiable Relaxed Graph Cut Approach for Deep
Learning Image Segmentation},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {497--511},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_37},
doi = {10.1007/978-3-031-53969-5\_37},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/BonfiglioCM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BruniPV23,
author = {Maria Elena Bruni and
Guido Perboli and
Filippo Velardocchia},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {{LSTM} Noise Robustness: {A} Case Study for Heavy Vehicles},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {311--323},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_23},
doi = {10.1007/978-3-031-53966-4\_23},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/BruniPV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BuiXPQX23,
author = {Kevin Bui and
Fanghui Xue and
Fredrick Park and
Yingyong Qi and
Jack Xin},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {A Proximal Algorithm for Network Slimming},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {69--83},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_6},
doi = {10.1007/978-3-031-53966-4\_6},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/BuiXPQX23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/CeschiaGRS23,
author = {Sara Ceschia and
Luca Di Gaspero and
Roberto Maria Rosati and
Andrea Schaerf},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Reinforcement Learning for Multi-Neighborhood Local Search in Combinatorial
Optimization},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {206--221},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_16},
doi = {10.1007/978-3-031-53966-4\_16},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/CeschiaGRS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ChaubeyS23,
author = {Punit Kumar Chaubey and
Shyam Sundar},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {A Hybrid Steady-State Genetic Algorithm for the Minimum Conflict Spanning
Tree Problem},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {192--205},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_15},
doi = {10.1007/978-3-031-53966-4\_15},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/ChaubeyS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/CheirmposTKT23,
author = {Georgios Cheirmpos and
Seyed Amin Tabatabaei and
Evangelos Kanoulas and
Georgios Tsatsaronis},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Benchmarking Named Entity Recognition Approaches for Extracting Research
Infrastructure Information from Text},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {131--141},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_11},
doi = {10.1007/978-3-031-53969-5\_11},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/CheirmposTKT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/DoganP23,
author = {Vedat Dogan and
Steven D. Prestwich},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Bilevel Optimization by Conditional Bayesian Optimization},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {243--258},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_19},
doi = {10.1007/978-3-031-53969-5\_19},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/DoganP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/EngelhardtRLWK23,
author = {Raphael C. Engelhardt and
Ralitsa Raycheva and
Moritz Lange and
Laurenz Wiskott and
Wolfgang Konen},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {{\"{O}}kolopoly: Case Study on Large Action Spaces in Reinforcement
Learning},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {109--123},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_9},
doi = {10.1007/978-3-031-53966-4\_9},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/EngelhardtRLWK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/EscamillaD23,
author = {Jose E. Aguilar Escamilla and
Dimitrios I. Diochnos},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Perceptrons Under Verifiable Random Data Corruption},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {93--103},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_8},
doi = {10.1007/978-3-031-53969-5\_8},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/EscamillaD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/FalissardAN23,
author = {Louis Falissard and
S{\'{e}}verine Affeldt and
Mohamed Nadif},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Attentive Perturbation: Extending Prefix Tuning to Large Language
Models Inner Representations},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {488--496},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_36},
doi = {10.1007/978-3-031-53969-5\_36},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/FalissardAN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/FerrazRLPVC23,
author = {Filipe Ferraz and
Diogo Ribeiro and
Marta B. Lopes and
S{\'{o}}nia Pedro and
Susana Vinga and
Alexandra M. Carvalho},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Comparative Analysis of Machine Learning Models for Time-Series Forecasting
of Escherichia Coli Contamination in Portuguese Shellfish Production
Areas},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {174--188},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_14},
doi = {10.1007/978-3-031-53969-5\_14},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/FerrazRLPVC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/GideyHKK23,
author = {Habtom Kahsay Gidey and
Peter Hillmann and
Andreas Karcher and
Alois Knoll},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {User-Like Bots for Cognitive Automation: {A} Survey},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {388--402},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_29},
doi = {10.1007/978-3-031-53966-4\_29},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/GideyHKK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/GilboaFreedman23,
author = {Gail Gilboa{-}Freedman},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {The Price of Data Processing: Impact on Predictive Model Performance},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {189--196},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_15},
doi = {10.1007/978-3-031-53969-5\_15},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/GilboaFreedman23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/GujarGR23,
author = {Ameya Gujar and
Tanu Gupta and
Sudip Roy},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Hybrid Model for Impact Analysis of Climate Change on Droughts in
Indian Region},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {227--242},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_18},
doi = {10.1007/978-3-031-53969-5\_18},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/GujarGR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/HajebrahimiSKK23,
author = {Alireza Hajebrahimi and
Michael Evan Santoso and
M{\'{a}}t{\'{e}} Kov{\'{a}}cs and
Victor V. Kryssanov},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Few-Shot Learning for Character Recognition in Persian Historical
Documents},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {259--273},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_20},
doi = {10.1007/978-3-031-53969-5\_20},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/HajebrahimiSKK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/HeikBR23,
author = {David Heik and
Fouad Bahrpeyma and
Dirk Reichelt},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Application of Multi-agent Reinforcement Learning to the Dynamic Scheduling
Problem in Manufacturing Systems},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {237--254},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_18},
doi = {10.1007/978-3-031-53966-4\_18},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/HeikBR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/HellwigF23,
author = {Michael Hellwig and
Steffen Finck},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Joining Emission Data from Diverse Economic Activity Taxonomies with
Evolution Strategies},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {415--429},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_31},
doi = {10.1007/978-3-031-53969-5\_31},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/HellwigF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/HosniS23,
author = {Omaimah Al Hosni and
Andrew J. Starkey},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Can Complexity Measures and Instance Hardness Measures Reflect the
Actual Complexity of Microarray Data?},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {445--462},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_33},
doi = {10.1007/978-3-031-53969-5\_33},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/HosniS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/JheeYKS23,
author = {Jong Ho Jhee and
Jeongheun Yeon and
Yoonshin Kwak and
Hyunjung Shin},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Multi-scale Heat Kernel Graph Network for Graph Classification},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {270--282},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_20},
doi = {10.1007/978-3-031-53966-4\_20},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/JheeYKS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/JulkaG23,
author = {Sahib Julka and
Michael Granitzer},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Knowledge Distillation with Segment Anything {(SAM)} Model for Planetary
Geological Mapping},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {68--77},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_6},
doi = {10.1007/978-3-031-53969-5\_6},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/JulkaG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/JulkaIG23,
author = {Sahib Julka and
Rodion Ishmukhametov and
Michael Granitzer},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Deep Active Learning with Concept Drifts for Detection of Mercury's
Bow Shock and Magnetopause Crossings},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {390--404},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_29},
doi = {10.1007/978-3-031-53969-5\_29},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/JulkaIG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Kalinichenko23,
author = {Vera Kalinichenko},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Leverage Mathematics' Capability to Compress and Generalize as Application
of {ML} Embedding Extraction from LLMs and Its Adaptation in the Automotive
Space},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {15--23},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_2},
doi = {10.1007/978-3-031-53969-5\_2},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/Kalinichenko23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/KingphaiM23,
author = {Kunjira Kingphai and
Yashar Moshfeghi},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {On Channel Selection for EEG-Based Mental Workload Classification},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {403--417},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_30},
doi = {10.1007/978-3-031-53966-4\_30},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/KingphaiM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/KronqvistLRZ23,
author = {Jan Kronqvist and
Boda Li and
Jan Rolfes and
Shudian Zhao},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Alternating Mixed-Integer Programming and Neural Network Training
for Approximating Stochastic Two-Stage Problems},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {124--139},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_10},
doi = {10.1007/978-3-031-53966-4\_10},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/KronqvistLRZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LangeKEKW23,
author = {Moritz Lange and
Noah Krystiniak and
Raphael C. Engelhardt and
Wolfgang Konen and
Laurenz Wiskott},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Improving Reinforcement Learning Efficiency with Auxiliary Tasks in
Non-visual Environments: {A} Comparison},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {177--191},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_14},
doi = {10.1007/978-3-031-53966-4\_14},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/LangeKEKW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LeoneMS23,
author = {Renato De Leone and
Francesca Maggioni and
Andrea Spinelli},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {A Multiclass Robust Twin Parametric Margin Support Vector Machine
with an Application to Vehicles Emissions},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {299--310},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_22},
doi = {10.1007/978-3-031-53966-4\_22},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/LeoneMS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LiSKK23,
author = {Ang Li and
Peter J. Stuckey and
Sven Koenig and
T. K. Satish Kumar},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {A FastMap-Based Framework for Efficiently Computing Top-K Projected
Centrality},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {158--173},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_13},
doi = {10.1007/978-3-031-53969-5\_13},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/LiSKK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LiYLGDB23,
author = {Jiye Li and
Yun Yin and
Daniel Lafond and
Alireza Ghasemi and
Claver Diallo and
Eric Bertrand},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Integrated Human-AI Forecasting for Preventive Maintenance Task Duration
Estimation},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {3--18},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_1},
doi = {10.1007/978-3-031-53966-4\_1},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/LiYLGDB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LiuWY23,
author = {Zijun Liu and
Xinxin Wu and
Wei Yao},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Social Media Analysis: The Relationship Between Private Investors
and Stock Price},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {45--54},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_4},
doi = {10.1007/978-3-031-53966-4\_4},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/LiuWY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LungS23,
author = {Rodica Ioana Lung and
Mihai{-}Alexandru Suciu},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {An Evolutionary Approach to Feature Selection and Classification},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {333--347},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_25},
doi = {10.1007/978-3-031-53969-5\_25},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/LungS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/MaierHKW23,
author = {Dennis Maier and
Matthias L. Hemmje and
Zoran Kikic and
Frank Wefers},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Real-Time Emotion Recognition in Online Video Conferences for Medical
Consultations},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {479--487},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_35},
doi = {10.1007/978-3-031-53969-5\_35},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/MaierHKW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/MajumdarP23,
author = {Srijoni Majumdar and
Evangelos Pournaras},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Consensus-Based Participatory Budgeting for Legitimacy: Decision Support
via Multi-agent Reinforcement Learning},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {1--14},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_1},
doi = {10.1007/978-3-031-53969-5\_1},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/MajumdarP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/MartinV23,
author = {Andrea Martin and
Kristen Brent Venable},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Decision-Making over Compact Preference Structures},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {373--387},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_28},
doi = {10.1007/978-3-031-53966-4\_28},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/MartinV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/McGuireM23,
author = {Niall McGuire and
Yashar Moshfeghi},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {On Ensemble Learning for Mental Workload Classification},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {358--372},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_27},
doi = {10.1007/978-3-031-53966-4\_27},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/McGuireM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/McGuireM23a,
author = {Niall McGuire and
Yashar Moshfeghi},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {What Song Am {I} Thinking Of?},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {418--432},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_31},
doi = {10.1007/978-3-031-53966-4\_31},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/McGuireM23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/MittermaierSB23,
author = {Michael Mittermaier and
Takfarinas Saber and
Goetz Botterweck},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Learning Graph Configuration Spaces with Graph Embedding in Engineering
Domains},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {334--348},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_25},
doi = {10.1007/978-3-031-53966-4\_25},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/MittermaierSB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/NasutaKLS23,
author = {Alexander Nasuta and
Marco Kemmerling and
Daniel L{\"{u}}tticke and
Robert H. Schmitt},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Reward Shaping for Job Shop Scheduling},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {197--211},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_16},
doi = {10.1007/978-3-031-53969-5\_16},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/NasutaKLS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/NovakC23,
author = {Jir{\'{\i}} Nov{\'{a}}k and
Peter Chud{\'{y}}},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Dynamic Soaring in Uncertain Wind Conditions: Polynomial Chaos Expansion
Approach},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {104--115},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_9},
doi = {10.1007/978-3-031-53969-5\_9},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/NovakC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/OliveiraGBA23,
author = {Maria Alexandra Oliveira and
Lu{\'{\i}}s Guimar{\~{a}}es and
Jos{\'{e}} Lu{\'{\i}}s Borges and
Bernardo Almada{-}Lobo},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {A Data-Driven Monitoring Approach for Diagnosing Quality Degradation
in a Glass Container Process},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {288--302},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_22},
doi = {10.1007/978-3-031-53969-5\_22},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/OliveiraGBA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/PaquetVML23,
author = {Eric Paquet and
Herna L. Viktor and
Wojtek Michalowski and
Gabriel St{-}Pierre Lemieux},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {ProVolOne - Protein Volume Prediction Using a Multi-attention, Multi-resolution
Deep Neural Network and Finite Element Analysis},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {274--287},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_21},
doi = {10.1007/978-3-031-53969-5\_21},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/PaquetVML23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/PendyalaDGA23,
author = {Abhijeet Pendyala and
Justin Dettmer and
Tobias Glasmachers and
Asma Atamna},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {ContainerGym: {A} Real-World Reinforcement Learning Benchmark for
Resource Allocation},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {78--92},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_7},
doi = {10.1007/978-3-031-53969-5\_7},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/PendyalaDGA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/PomorskiG23,
author = {Piotr Pomorski and
Denise Gorse},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Improving Portfolio Performance Using a Novel Method for Predicting
Financial Regimes},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {94--108},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_8},
doi = {10.1007/978-3-031-53966-4\_8},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/PomorskiG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Prestwich23,
author = {Steven D. Prestwich},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Solving Mixed Influence Diagrams by Reinforcement Learning},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {255--269},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_19},
doi = {10.1007/978-3-031-53966-4\_19},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/Prestwich23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/RamlanM23,
author = {Fitria Wulandari Ramlan and
James McDermott},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Genetic Programming with Synthetic Data for Interpretable Regression
Modelling and Limited Data},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {142--157},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_12},
doi = {10.1007/978-3-031-53969-5\_12},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/RamlanM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Rinkus23,
author = {Gerard Rinkus},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {A Radically New Theory of How the Brain Represents and Computes with
Probabilities},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {466--480},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_34},
doi = {10.1007/978-3-031-53966-4\_34},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/Rinkus23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SalhiW23,
author = {Tarek Salhi and
John R. Woodward},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {{SMBOX:} {A} Scalable and Efficient Method for Sequential Model-Based
Parameter Optimization},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {149--162},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_12},
doi = {10.1007/978-3-031-53966-4\_12},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/SalhiW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SantosS23,
author = {Jos{\'{e}} Diogo Marques dos Santos and
Jos{\'{e}} Paulo Marques dos Santos},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Path-Weights and Layer-Wise Relevance Propagation for Explainability
of ANNs with fMRI Data},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {433--448},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_32},
doi = {10.1007/978-3-031-53966-4\_32},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/SantosS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Selitskiy23,
author = {Stanislav Selitskiy},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {"It Looks All the Same to Me": Cross-Index Training for Long-Term
Financial Series Prediction},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {348--363},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_26},
doi = {10.1007/978-3-031-53969-5\_26},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/Selitskiy23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SenguptaRP23,
author = {Rakesh Sengupta and
Surampudi Bapi Raju and
Anindya Pattanayak},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Exploring Emergent Properties of Recurrent Neural Networks Using a
Novel Energy Function Formalism},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {303--317},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_23},
doi = {10.1007/978-3-031-53969-5\_23},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/SenguptaRP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SheremetovLDLL23,
author = {Leonid Sheremetov and
Luis A. Lopez{-}Pe{\~{n}}a and
Gabriela Berenice D{\'{\i}}az{-}Cort{\'{e}}s and
Dennys A. Lopez{-}Falcon and
Erick E. Luna{-}Rojero},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Deep Learning Model of Two-Phase Fluid Transport Through Fractured
Media: {A} Real-World Case Study},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {55--68},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_5},
doi = {10.1007/978-3-031-53966-4\_5},
timestamp = {Mon, 14 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/SheremetovLDLL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SliackaMCKL23,
author = {Maria Sliacka and
Michael N. Mistry and
Roberto Calandra and
Ville Kyrki and
Kevin Sebastian Luck},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Co-imagination of Behaviour and Morphology of Agents},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {318--332},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_24},
doi = {10.1007/978-3-031-53969-5\_24},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/SliackaMCKL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SrinivasanBMB23,
author = {Sruthi Srinivasan and
Emilia Butters and
Flavia Mancini and
Gemma Bale},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Towards an Interpretable Functional Image-Based Classifier: Dimensionality
Reduction of High-Density Diffuse Optical Tomography Data},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {351--357},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_26},
doi = {10.1007/978-3-031-53966-4\_26},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/SrinivasanBMB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/TasnadiG23,
author = {Zolt{\'{a}}n Tasn{\'{a}}di and
No{\'{e}}mi Gask{\'{o}}},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Heaviest and Densest Subgraph Computation for Binary Classification.
{A} Case Study},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {140--148},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_11},
doi = {10.1007/978-3-031-53966-4\_11},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/TasnadiG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/TongLSW23,
author = {Bruce Kwong{-}Bun Tong and
Wing Cheong Lau and
Chi Wan Sung and
Wing Shing Wong},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {{PROS-C:} Accelerating Random Orthogonal Search for Global Optimization
Using Crossover},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {283--298},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_21},
doi = {10.1007/978-3-031-53966-4\_21},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/TongLSW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/TouatSPG23,
author = {Ousmane Touat and
Julian Stier and
Pierre{-}Edouard Portier and
Michael Granitzer},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {{GRAN} Is Superior to GraphRNN: Node Orderings, Kernel- and Graph
Embeddings-Based Metrics for Graph Generators},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {430--444},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_32},
doi = {10.1007/978-3-031-53969-5\_32},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/TouatSPG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Turinici23,
author = {Gabriel Turinici},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Diversity in Deep Generative Models and Generative {AI}},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {84--93},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_7},
doi = {10.1007/978-3-031-53966-4\_7},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/Turinici23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/UghiLM23,
author = {Riccardo Ughi and
Eugenio Lomurno and
Matteo Matteucci},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Two Steps Forward and One Behind: Rethinking Time Series Forecasting
with Deep Learning},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {463--478},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_34},
doi = {10.1007/978-3-031-53969-5\_34},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/UghiLM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/UnalAKAG23,
author = {Erdem {\"{U}}nal and
Ugur Aydin and
Murat Koras and
Baris Akg{\"{u}}n and
Mehmet G{\"{o}}nen},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Geolocation Risk Scores for Credit Scoring Models},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {34--44},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_3},
doi = {10.1007/978-3-031-53966-4\_3},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/UnalAKAG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/VargaKRRLR23,
author = {Johannes Varga and
Emil Karlsson and
G{\"{u}}nther R. Raidl and
Elina R{\"{o}}nnberg and
Fredrik Lindsten and
Tobias Rodemann},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Speeding Up Logic-Based Benders Decomposition by Strengthening Cuts
with Graph Neural Networks},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {24--38},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_3},
doi = {10.1007/978-3-031-53969-5\_3},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/VargaKRRLR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/VindhyaPSS23,
author = {Lakshmi Sree Vindhya and
R. Gnana Prasanna and
Rakesh Sengupta and
Anuj Shukla},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Modeling Primacy, Recency, and Cued Recall in Serial Memory Task Using
On-Center Off-Surround Recurrent Neural Network},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {405--414},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_30},
doi = {10.1007/978-3-031-53969-5\_30},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/VindhyaPSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/YunKS23,
author = {Taehwan Yun and
Myung Jun Kim and
Hyunjung Shin},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Accelerated Graph Integration with Approximation of Combining Parameters},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {14506},
pages = {163--176},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53966-4\_13},
doi = {10.1007/978-3-031-53966-4\_13},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/YunKS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ZaleshinaZ23,
author = {Margarita Zaleshina and
Alexander Zaleshin},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Renato Umeton},
title = {Flocking Method for Identifying of Neural Circuits in Optogenetic
Datasets},
booktitle = {Machine Learning, Optimization, and Data Science - 9th International
Conference, {LOD} 2023, Grasmere, UK, September 22-26, 2023, Revised
Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14505},
pages = {39--52},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-53969-5\_4},
doi = {10.1007/978-3-031-53969-5\_4},
timestamp = {Sat, 16 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/ZaleshinaZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/mod/2022-1,
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13810},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-25599-1},
doi = {10.1007/978-3-031-25599-1},
isbn = {978-3-031-25598-4},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/2022-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/mod/2022-2,
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13811},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-25891-6},
doi = {10.1007/978-3-031-25891-6},
isbn = {978-3-031-25890-9},
timestamp = {Fri, 17 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/2022-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/AmaradioJOCFN22,
author = {Matteo N. Amaradio and
Giorgio Jansen and
Varun Ojha and
Jole Costanza and
Giuseppe Di Fatta and
Giuseppe Nicosia},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Inferring Pathological Metabolic Patterns in Breast Cancer Tissue
from Genome-Scale Models},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13810},
pages = {596--612},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25599-1\_43},
doi = {10.1007/978-3-031-25599-1\_43},
timestamp = {Fri, 10 Mar 2023 15:47:05 +0100},
biburl = {https://dblp.org/rec/conf/mod/AmaradioJOCFN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/AmriHS22,
author = {Wadhah Zai El Amri and
Luca Hermes and
Malte Schilling},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Hierarchical Decentralized Deep Reinforcement Learning Architecture
for a Simulated Four-Legged Agent},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13811},
pages = {265--280},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25891-6\_20},
doi = {10.1007/978-3-031-25891-6\_20},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/AmriHS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/AsfawJINLG22,
author = {Daniel Asfaw and
Ivan Jordanov and
Lawrence Impey and
Ana I. L. Namburete and
Raymond Lee and
Antoniya Georgieva},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Fetal Heart Rate Classification with Convolutional Neural Networks
and the Effect of Gap Imputation on Their Performance},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13810},
pages = {459--469},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25599-1\_34},
doi = {10.1007/978-3-031-25599-1\_34},
timestamp = {Fri, 04 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/AsfawJINLG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/AspertiB22,
author = {Andrea Asperti and
Marco Del Brutto},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {MicroRacer: {A} Didactic Environment for Deep Reinforcement Learning},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13810},
pages = {239--252},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25599-1\_18},
doi = {10.1007/978-3-031-25599-1\_18},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/AspertiB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/AtanDSAKAG22,
author = {Emre Atan and
Ali Duymaz and
Funda Saris{\"{o}}zen and
Ugur Aydin and
Murat Koras and
Baris Akg{\"{u}}n and
Mehmet G{\"{o}}nen},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Corporate Network Analysis Based on Graph Learning},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13810},
pages = {268--278},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25599-1\_20},
doi = {10.1007/978-3-031-25599-1\_20},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/AtanDSAKAG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/AvelarLKWT22,
author = {Pedro Henrique da Costa Avelar and
Roman Laddach and
Sophia Karagiannis and
Min Wu and
Sophia Tsoka},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Multi-omic Data Integration and Feature Selection for Survival-Based
Patient Stratification via Supervised Concrete Autoencoders},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13811},
pages = {47--61},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25891-6\_5},
doi = {10.1007/978-3-031-25891-6\_5},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/AvelarLKWT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BarraCMPR22,
author = {Silvio Barra and
Salvatore Carta and
Antonello Meloni and
Alessandro Sebastian Podda and
Diego Reforgiato Recupero},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {A Practical Approach for Vehicle Speed Estimation in Smart Cities},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13810},
pages = {253--267},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25599-1\_19},
doi = {10.1007/978-3-031-25599-1\_19},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/BarraCMPR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BertugliVCP22,
author = {Alessia Bertugli and
Stefano Vincenzi and
Simone Calderara and
Andrea Passerini},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Generalising via Meta-examples for Continual Learning in the Wild},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13810},
pages = {414--429},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25599-1\_31},
doi = {10.1007/978-3-031-25599-1\_31},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/BertugliVCP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BiancalaniGMR22,
author = {Francesco Biancalani and
Giorgio Gnecco and
Rodolfo Metulini and
Massimo Riccaboni},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Matrix Completion for the Prediction of Yearly Country and Industry-Level
CO\({}_{\mbox{2}}\) Emissions},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13810},
pages = {14--19},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25599-1\_2},
doi = {10.1007/978-3-031-25599-1\_2},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/BiancalaniGMR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BorraFUFM22,
author = {Davide Borra and
Matteo Filippini and
Mauro Ursino and
Patrizia Fattori and
Elisa Magosso},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {A Bayesian-Optimized Convolutional Neural Network to Decode Reach-to-Grasp
from Macaque Dorsomedial Visual Stream},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13811},
pages = {473--487},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25891-6\_36},
doi = {10.1007/978-3-031-25891-6\_36},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/BorraFUFM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BoskovicG22,
author = {Ana Boskovic and
Marco Gross},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Helping the Oracle: Vector Sign Constraints for Model Shrinkage Methodologies},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13810},
pages = {444--458},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25599-1\_33},
doi = {10.1007/978-3-031-25599-1\_33},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/BoskovicG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BottermanRMJB22,
author = {Hong{-}Lan Botterman and
Julien Roussel and
Thomas Morzadec and
Ali Jabbari and
Nicolas J.{-}B. Brunel},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Robust {PCA} for Anomaly Detection and Data Imputation in Seasonal
Time Series},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13811},
pages = {281--295},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25891-6\_21},
doi = {10.1007/978-3-031-25891-6\_21},
timestamp = {Tue, 26 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/BottermanRMJB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BrumenGT22,
author = {Bostjan Brumen and
Sabrina G{\"{o}}llner and
Marina Tropmann{-}Frick},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Aspects and Views on Responsible Artificial Intelligence},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13810},
pages = {384--398},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25599-1\_29},
doi = {10.1007/978-3-031-25599-1\_29},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/BrumenGT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BullaGGMM22,
author = {Luana Bulla and
Stefano De Giorgis and
Aldo Gangemi and
Ludovica Marinucci and
Misael Mongiov{\`{\i}}},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Detection of Morality in Tweets Based on the Moral Foundation Theory},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13810},
pages = {1--13},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25599-1\_1},
doi = {10.1007/978-3-031-25599-1\_1},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/BullaGGMM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BuonoEGSTCI22,
author = {Nicoletta Del Buono and
Flavia Esposito and
Grazia Gargano and
Laura Selicato and
Nicol{\`{o}} Taggio and
Giulio Ceriola and
Daniela Iasillo},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Detecting Anomalies in Marine Data: {A} Framework for Time Series
Analysis},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13810},
pages = {485--500},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25599-1\_36},
doi = {10.1007/978-3-031-25599-1\_36},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/BuonoEGSTCI22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/CeneriniVPSK22,
author = {Costanza Cenerini and
Luca Vollero and
Giorgio Pennazza and
Marco Santonico and
Flavio Keller},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Audio Visual Association Test in Non Synesthetic Subjects: Technological
Tailoring of the Methods},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13811},
pages = {432--437},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25891-6\_32},
doi = {10.1007/978-3-031-25891-6\_32},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/CeneriniVPSK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ChhatreFSW22,
author = {Kiran Chhatre and
Sidney A. Feygin and
Colin J. R. Sheppard and
Rashid A. Waraich},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Parallel Bayesian Optimization of Agent-Based Transportation Simulation},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13810},
pages = {470--484},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25599-1\_35},
doi = {10.1007/978-3-031-25599-1\_35},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/ChhatreFSW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/CoomanSO22,
author = {Bram De Cooman and
Johan A. K. Suykens and
Andreas Ortseifen},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Enforcing Hard State-Dependent Action Bounds on Deep Reinforcement
Learning Policies},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13811},
pages = {193--218},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25891-6\_16},
doi = {10.1007/978-3-031-25891-6\_16},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/CoomanSO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/DastidarSG22,
author = {Kanishka Ghosh Dastidar and
Wissam Siblini and
Michael Granitzer},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Expressive and Intuitive Models for Automated Context Representation
Learning in Credit-Card Fraud Detection},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13811},
pages = {154--168},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25891-6\_12},
doi = {10.1007/978-3-031-25891-6\_12},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/DastidarSG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/EngelhardtLWK22,
author = {Raphael C. Engelhardt and
Moritz Lange and
Laurenz Wiskott and
Wolfgang Konen},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Sample-Based Rule Extraction for Explainable Reinforcement Learning},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13810},
pages = {330--345},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25599-1\_25},
doi = {10.1007/978-3-031-25599-1\_25},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/EngelhardtLWK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/FelliciousWG22,
author = {Christofer Fellicious and
Lorenz Wendlinger and
Michael Granitzer},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Neural Network Based Drift Detection},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13810},
pages = {370--383},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25599-1\_28},
doi = {10.1007/978-3-031-25599-1\_28},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/FelliciousWG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/FuchsPS22,
author = {Robin Fuchs and
Denys Pommeret and
Samuel Stocksieker},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {{MI2AMI:} Missing Data Imputation Using Mixed Deep Gaussian Mixture
Models},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13810},
pages = {211--222},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25599-1\_16},
doi = {10.1007/978-3-031-25599-1\_16},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/FuchsPS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/GaluzziMD22,
author = {Bruno G. Galuzzi and
Luca Milazzo and
Chiara Damiani},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Best Practices in Flux Sampling of Constrained-Based Models},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13811},
pages = {234--248},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25891-6\_18},
doi = {10.1007/978-3-031-25891-6\_18},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/GaluzziMD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/GanapiniCFHLLMRSV22,
author = {Marianna Bergamaschi Ganapini and
Murray Campbell and
Francesco Fabiano and
Lior Horesh and
Jon Lenchner and
Andrea Loreggia and
Nicholas Mattei and
Francesca Rossi and
Biplav Srivastava and
Kristen Brent Venable},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Thinking Fast and Slow in {AI:} The Role of Metacognition},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13811},
pages = {502--509},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25891-6\_38},
doi = {10.1007/978-3-031-25891-6\_38},
timestamp = {Tue, 23 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/GanapiniCFHLLMRSV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/GhaemiMNK22,
author = {Hafez Ghaemi and
Erfan Mirzaei and
Mahbod Nouri and
Saeed Reza Kheradpisheh},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {BioLCNet: Reward-Modulated Locally Connected Spiking Neural Networks},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13811},
pages = {564--578},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25891-6\_42},
doi = {10.1007/978-3-031-25891-6\_42},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/GhaemiMNK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/GuazzoLFMSC22,
author = {Alessandro Guazzo and
Enrico Longato and
Gian Paolo Fadini and
Mario Luca Morieri and
Giovanni Sparacino and
Barbara Di Camillo},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Explainable Deep-Learning Model Reveals Past Cardiovascular Disease
in Patients with Diabetes Using Free-Form Visit Reports},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13810},
pages = {430--443},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25599-1\_32},
doi = {10.1007/978-3-031-25599-1\_32},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/GuazzoLFMSC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/HutchingsG22,
author = {Matthew Hutchings and
Bertrand Gauthier},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Local Optimisation of Nystr{\"{o}}m Samples Through Stochastic
Gradient Descent},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13810},
pages = {123--140},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25599-1\_10},
doi = {10.1007/978-3-031-25599-1\_10},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/HutchingsG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Igescu22,
author = {Iulia Igescu},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Capturing Self Fulfilling Beliefs in a Rare Event: Local Outlier Factor},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13810},
pages = {543--557},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25599-1\_40},
doi = {10.1007/978-3-031-25599-1\_40},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/Igescu22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ImpedovoBR22,
author = {Angelo Impedovo and
Emanuele Pio Barracchia and
Giuseppe Rizzo},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Intelligent Robotic Process Automation for Supplier Document Management
on E-Procurement Platforms},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13810},
pages = {156--166},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25599-1\_12},
doi = {10.1007/978-3-031-25599-1\_12},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/ImpedovoBR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/IncertiSR22,
author = {Fabio Incerti and
Falco Joannes Bargagli Stoffi and
Massimo Riccaboni},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {A Two-Country Study of Default Risk Prediction Using Bayesian Machine-Learning},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13811},
pages = {188--192},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25891-6\_15},
doi = {10.1007/978-3-031-25891-6\_15},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/IncertiSR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/IslamB22,
author = {Ashhadul Islam and
Samir Brahim Belhaouari},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Smart Pruning of Deep Neural Networks Using Curve Fitting and Evolution
of Weights},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13811},
pages = {62--76},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25891-6\_6},
doi = {10.1007/978-3-031-25891-6\_6},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/IslamB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/JungnickelLSL22,
author = {Robert Jungnickel and
Johanna Lauwigi and
Vladimir Samsonov and
Daniel L{\"{u}}tticke},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Human-Centric Machine Learning Approach for Injection Mold Design:
Towards Automated Ejector Pin Placement},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13811},
pages = {27--31},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25891-6\_3},
doi = {10.1007/978-3-031-25891-6\_3},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/JungnickelLSL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/KingphaiM22,
author = {Kunjira Kingphai and
Yashar Moshfeghi},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {On Time Series Cross-Validation for Deep Learning Classification Model
of Mental Workload Levels Based on {EEG} Signals},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13811},
pages = {402--416},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25891-6\_30},
doi = {10.1007/978-3-031-25891-6\_30},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/KingphaiM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/KumarMRRTWF22,
author = {Aayush Kumar and
Jimiama Mafeni Mase and
Divish Rengasamy and
Benjamin Rothwell and
Mercedes Torres Torres and
David A. Winkler and
Grazziela P. Figueredo},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {{EFI:} {A} Toolbox for Feature Importance Fusion and Interpretation
in Python},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13811},
pages = {249--264},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25891-6\_19},
doi = {10.1007/978-3-031-25891-6\_19},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/KumarMRRTWF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/KyriakakisSMMM22,
author = {Nikolaos A. Kyriakakis and
Themistoklis Stamadianos and
Magdalene Marinaki and
Nikolaos F. Matsatsinis and
Yannis Marinakis},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {A Bee Colony Optimization Approach for the Electric Vehicle Routing
Problem with Drones},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13811},
pages = {219--233},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25891-6\_17},
doi = {10.1007/978-3-031-25891-6\_17},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/KyriakakisSMMM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LamprouPM22,
author = {Zenon Lamprou and
Frank E. Pollick and
Yashar Moshfeghi},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Role of Punctuation in Semantic Mapping Between Brain and Transformer
Models},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13811},
pages = {458--472},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25891-6\_35},
doi = {10.1007/978-3-031-25891-6\_35},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/LamprouPM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LeeuwenBBP22,
author = {Frederique van Leeuwen and
Bas Bosma and
Arjan van den Born and
Eric O. Postma},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Normalization in Motif Discovery},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13811},
pages = {314--325},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25891-6\_24},
doi = {10.1007/978-3-031-25891-6\_24},
timestamp = {Fri, 30 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/LeeuwenBBP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LehkyNN22,
author = {David Lehk{\'{y}} and
Luk{\'{a}}s Nov{\'{a}}k and
Drahom{\'{\i}}r Nov{\'{a}}k},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Surrogate Modeling for Stochastic Assessment of Engineering Structures},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13811},
pages = {388--401},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25891-6\_29},
doi = {10.1007/978-3-031-25891-6\_29},
timestamp = {Sun, 16 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/LehkyNN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LiAB22,
author = {Jiye Li and
Bruno Kinder Almentero and
Camille Besse},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Explainable Machine Learning for Drug Shortage Prediction in a Pandemic
Setting},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13810},
pages = {141--155},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25599-1\_11},
doi = {10.1007/978-3-031-25599-1\_11},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/LiAB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LiBZWMXP22,
author = {Xue Li and
Alan Bundy and
Ruiqi Zhu and
Fangrong Wang and
Stefano Mauceri and
Lei Xu and
Jeff Z. Pan},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {{ABC} in Root Cause Analysis: Discovering Missing Information and
Repairing System Failures},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13810},
pages = {346--359},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25599-1\_26},
doi = {10.1007/978-3-031-25599-1\_26},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/LiBZWMXP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LiL22,
author = {Jiye Li and
Daniel Lafond},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Hybrid Human-AI Forecasting for Task Duration Estimation in Ship Refit},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13810},
pages = {558--572},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25599-1\_41},
doi = {10.1007/978-3-031-25599-1\_41},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/LiL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LiXT22,
author = {Yutong Li and
Xiaorui Xu and
Sophia Tsoka},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {A Matrix Factorization-Based Drug-Virus Link Prediction Method for
SARS-CoV-2 Drug Prioritization},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13810},
pages = {35--47},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25599-1\_4},
doi = {10.1007/978-3-031-25599-1\_4},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/LiXT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LomurnoM22,
author = {Eugenio Lomurno and
Matteo Matteucci},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {On the Utility and Protection of Optimization with Differential Privacy
and Classic Regularization Techniques},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13810},
pages = {223--238},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25599-1\_17},
doi = {10.1007/978-3-031-25599-1\_17},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/LomurnoM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LuciaU22,
author = {Angelo Lucia and
Korkut Uygun},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Monte Carlo Optimization of Liver Machine Perfusion Temperature Policies},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13811},
pages = {296--303},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25891-6\_22},
doi = {10.1007/978-3-031-25891-6\_22},
timestamp = {Fri, 17 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/LuciaU22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/MacalusoOKLS22,
author = {Antonio Macaluso and
Filippo Orazi and
Matthias Klusch and
Stefano Lodi and
Claudio Sartori},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {A Variational Algorithm for Quantum Single Layer Perceptron},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13811},
pages = {341--356},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25891-6\_26},
doi = {10.1007/978-3-031-25891-6\_26},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/MacalusoOKLS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/MalkusN22,
author = {Bartlomiej Malkus and
Grzegorz J. Nalepa},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Forecasting Daily Cash Flows in a Company - Shortcoming in the Research
Field and Solution Exploration},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13810},
pages = {360--369},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25599-1\_27},
doi = {10.1007/978-3-031-25599-1\_27},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/MalkusN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/MarianiECP22,
author = {Antonio Mariani and
Italo Epicoco and
Massimo Cafaro and
Marco Pulimeno},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Grid-Based Contraction Clustering in a Peer-to-Peer Network},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13811},
pages = {373--387},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25891-6\_28},
doi = {10.1007/978-3-031-25891-6\_28},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/MarianiECP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/MasaR22,
author = {Petr M{\'{a}}sa and
Jan Rauch},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Enhanced Association Rules and Python},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13811},
pages = {123--138},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25891-6\_10},
doi = {10.1007/978-3-031-25891-6\_10},
timestamp = {Sun, 16 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/MasaR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/McLarenBT22,
author = {Ross A. J. McLaren and
Kehinde O. Babaagba and
Zhiyuan Tan},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {A Generative Adversarial Network Based Approach to Malware Generation
Based on Behavioural Graphs},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13811},
pages = {32--46},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25891-6\_4},
doi = {10.1007/978-3-031-25891-6\_4},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/McLarenBT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Mettes22,
author = {Pascal Mettes},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Hyperbolic Graph Codebooks},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13810},
pages = {48--61},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25599-1\_5},
doi = {10.1007/978-3-031-25599-1\_5},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/Mettes22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/MichalkovaPM22,
author = {Dominika Michalkova and
Mario Parra{-}Rodriguez and
Yashar Moshfeghi},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Confidence as Part of Searcher's Cognitive Context},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13811},
pages = {510--524},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25891-6\_39},
doi = {10.1007/978-3-031-25891-6\_39},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/MichalkovaPM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/MilletariMONAB22,
author = {Mirco Milletar{\'{\i}} and
Sara Malvar and
Yagna D. Oruganti and
Leonardo O. Nunes and
Yazeed Alaudah and
Anirudh Badam},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Source Attribution and Emissions Quantification for Methane Leak Detection:
{A} Non-linear Bayesian Regression Approach},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13810},
pages = {279--293},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25599-1\_21},
doi = {10.1007/978-3-031-25599-1\_21},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/MilletariMONAB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/NovakLN22,
author = {Luk{\'{a}}s Nov{\'{a}}k and
David Lehk{\'{y}} and
Drahom{\'{\i}}r Nov{\'{a}}k},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Sensitivity Analysis of Engineering Structures Utilizing Artificial
Neural Networks and Polynomial Chaos Expansion},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13810},
pages = {181--196},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25599-1\_14},
doi = {10.1007/978-3-031-25599-1\_14},
timestamp = {Sun, 16 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/NovakLN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/PaisalnanPM22,
author = {Sakrapee Paisalnan and
Frank E. Pollick and
Yashar Moshfeghi},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Neural Correlates of Satisfaction of an Information Need},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13811},
pages = {443--457},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25891-6\_34},
doi = {10.1007/978-3-031-25891-6\_34},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/PaisalnanPM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/PinkosovaMM22,
author = {Zuzana Pinkosova and
William J. McGeown and
Yashar Moshfeghi},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Revisiting Neurological Aspects of Relevance: An {EEG} Study},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13811},
pages = {549--563},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25891-6\_41},
doi = {10.1007/978-3-031-25891-6\_41},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/PinkosovaMM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/RavichandranLH22,
author = {Naresh Balaji Ravichandran and
Anders Lansner and
Pawel Andrzej Herman},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Brain-like Combination of Feedforward and Recurrent Network Components
Achieves Prototype Extraction and Robust Pattern Recognition},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13811},
pages = {488--501},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25891-6\_37},
doi = {10.1007/978-3-031-25891-6\_37},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/RavichandranLH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ReggianniniJMPP22,
author = {Marco Reggiannini and
Jo{\~{a}}o Janeiro and
Fl{\'{a}}vio Martins and
Oscar Papini and
Gabriele Pieri},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Mesoscale Events Classification in Sea Surface Temperature Imagery},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13810},
pages = {516--527},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25599-1\_38},
doi = {10.1007/978-3-031-25599-1\_38},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/ReggianniniJMPP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Regis22,
author = {Rommel G. Regis},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Hyperparameter Tuning of Random Forests Using Radial Basis Function
Models},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13810},
pages = {309--324},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25599-1\_23},
doi = {10.1007/978-3-031-25599-1\_23},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/Regis22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SamigulinaS22,
author = {Galina A. Samigulina and
Zarina I. Samigulina},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Biologically Inspired Unified Artificial Immune System for Industrial
Equipment Diagnostic},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13811},
pages = {77--92},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25891-6\_7},
doi = {10.1007/978-3-031-25891-6\_7},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/SamigulinaS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SantosS22,
author = {Jos{\'{e}} Diogo Marques dos Santos and
Jos{\'{e}} Paulo Marques dos Santos},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Path Weights Analyses in a Shallow Neural Network to Reach Explainable
Artificial Intelligence {(XAI)} of fMRI Data},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13811},
pages = {417--431},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25891-6\_31},
doi = {10.1007/978-3-031-25891-6\_31},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/SantosS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SchubertG22,
author = {Fabian Schubert and
Claudius Gros},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Flow Control: Local Spectral Radius Regulation},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13811},
pages = {438--442},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25891-6\_33},
doi = {10.1007/978-3-031-25891-6\_33},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/SchubertG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SelitskiyS22,
author = {Stanislav Selitskiy and
Natalya Selitskaya},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Loss Function with Memory for Trustworthiness Threshold Learning:
Case of Face and Facial Expression Recognition},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13810},
pages = {78--92},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25599-1\_7},
doi = {10.1007/978-3-031-25599-1\_7},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/SelitskiyS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SettembreCBER22,
author = {Gaetano Settembre and
Nicola Corriero and
Nicoletta Del Buono and
Flavia Esposito and
Rosanna Rizzi},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Machine Learning Approaches for Predicting Crystal Systems: {A} Brief
Review and a Case Study},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13810},
pages = {93--107},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25599-1\_8},
doi = {10.1007/978-3-031-25599-1\_8},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/SettembreCBER22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ShaoA22,
author = {Weijia Shao and
Sahin Albayrak},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Adaptive Zeroth-Order Optimisation of Nonconvex Composite Objectives},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13810},
pages = {573--595},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25599-1\_42},
doi = {10.1007/978-3-031-25599-1\_42},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/ShaoA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SimoesTCB22,
author = {Jo{\~{a}}o Braz Sim{\~{o}}es and
Rui Travasso and
Ernesto Costa and
Tiago R. Baptista},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Generating Vascular Networks: {A} Reinforcement Learning Approach},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13811},
pages = {139--153},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25891-6\_11},
doi = {10.1007/978-3-031-25891-6\_11},
timestamp = {Sun, 16 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/SimoesTCB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SmalenbergerS22,
author = {Kelly Smalenberger and
Michael Smalenberger},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Batch Bayesian Quadrature with Batch Updating Using Future Uncertainty
Sampling},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13810},
pages = {167--180},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25599-1\_13},
doi = {10.1007/978-3-031-25599-1\_13},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/SmalenbergerS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SmitHBM22,
author = {Yannick Smit and
Floris den Hengst and
Sandjai Bhulai and
Ehsan Mehdad},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Strategic Workforce Planning with Deep Reinforcement Learning},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13811},
pages = {108--122},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25891-6\_9},
doi = {10.1007/978-3-031-25891-6\_9},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/SmitHBM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SoleimanpoorMG22,
author = {Marzieh Soleimanpoor and
Milad Mokhtaridoost and
Mehmet G{\"{o}}nen},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {A Kernel-Based Multilayer Perceptron Framework to Identify Pathways
Related to Cancer Stages},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13810},
pages = {62--77},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25599-1\_6},
doi = {10.1007/978-3-031-25599-1\_6},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/SoleimanpoorMG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/StahmannNR22,
author = {Philip Stahmann and
Maximilian Nebel and
Bodo Rieger},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {A Real-Time Semantic Anomaly Labeler Capturing Local Data Stream Features
to Distinguish Anomaly Types in Production},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13810},
pages = {399--413},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25599-1\_30},
doi = {10.1007/978-3-031-25599-1\_30},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/StahmannNR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/StahmannR22,
author = {Philip Stahmann and
Bodo Rieger},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {A Benchmark for Real-Time Anomaly Detection Algorithms Applied in
Industry 4.0},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13810},
pages = {20--34},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25599-1\_3},
doi = {10.1007/978-3-031-25599-1\_3},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/StahmannR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/StrydomG22,
author = {Irene Francesca Strydom and
Jacomine Grobler},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Transformers for {COVID-19} Misinformation Detection on Twitter: {A}
South African Case Study},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13810},
pages = {197--210},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25599-1\_15},
doi = {10.1007/978-3-031-25599-1\_15},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/StrydomG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SuciuL22,
author = {Mihai{-}Alexandru Suciu and
Rodica Ioana Lung},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {A Game Theoretic Flavoured Decision Tree for Classification},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13811},
pages = {17--26},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25891-6\_2},
doi = {10.1007/978-3-031-25891-6\_2},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/SuciuL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/TangPD22,
author = {Phat Loi Tang and
Thuy{-}Dung Le Pham and
Tien Ba Dinh},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Tree-Based Credit Card Fraud Detection Using Isolation Forest, Spectral
Residual, and Knowledge Graph},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13811},
pages = {326--340},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25891-6\_25},
doi = {10.1007/978-3-031-25891-6\_25},
timestamp = {Fri, 17 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/TangPD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/TaylorSMIT22,
author = {Daniel Taylor and
Jonathan P. Shock and
Deshendran Moodley and
Jonathan Ipser and
Matthias Treder},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Brain Structural Saliency over the Ages},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13811},
pages = {525--548},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25891-6\_40},
doi = {10.1007/978-3-031-25891-6\_40},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/TaylorSMIT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Turinici22,
author = {Gabriel Turinici},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Algorithms that Get Old: The Case of Generative Deep Neural Networks},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13811},
pages = {179--187},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25891-6\_14},
doi = {10.1007/978-3-031-25891-6\_14},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/Turinici22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/VaterB22,
author = {Nadja Vater and
Alfio Borz{\`{\i}}},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Preconditioned Gradient Method for Data Approximation with Shallow
Neural Networks},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13811},
pages = {357--372},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25891-6\_27},
doi = {10.1007/978-3-031-25891-6\_27},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/VaterB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/VelardocchiaPV22,
author = {Filippo Velardocchia and
Guido Perboli and
Alessandro Vigliani},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Analysis of Heavy Vehicles Rollover with Artificial Intelligence Techniques},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13810},
pages = {294--308},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25599-1\_22},
doi = {10.1007/978-3-031-25599-1\_22},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/VelardocchiaPV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/VigneronM22,
author = {Vincent Vigneron and
Hichem Maaref},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {A Nonparametric Pooling Operator Capable of Texture Extraction},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13811},
pages = {93--107},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25891-6\_8},
doi = {10.1007/978-3-031-25891-6\_8},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/VigneronM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/WahbaMS22,
author = {Yasmen Wahba and
Nazim H. Madhavji and
John Steinbacher},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {A Comparison of {SVM} Against Pre-trained Language Models (PLMs) for
Text Classification Tasks},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13811},
pages = {304--313},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25891-6\_23},
doi = {10.1007/978-3-031-25891-6\_23},
timestamp = {Fri, 17 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/WahbaMS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/WahidZMLL22,
author = {Abdul Wahid and
Jiafeng Zhu and
Stefano Mauceri and
Lei Li and
Minghua Liu},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Digital Twins: Modelling Languages Comparison},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13811},
pages = {169--178},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25891-6\_13},
doi = {10.1007/978-3-031-25891-6\_13},
timestamp = {Fri, 17 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/WahidZMLL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/WendlingerGF22,
author = {Lorenz Wendlinger and
Michael Granitzer and
Christofer Fellicious},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Pooling Graph Convolutional Networks for Structural Performance Prediction},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13811},
pages = {1--16},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25891-6\_1},
doi = {10.1007/978-3-031-25891-6\_1},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/WendlingerGF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/WuPVM22,
author = {Junzheng Wu and
Eric Paquet and
Herna L. Viktor and
Wojtek Michalowski},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Adapting to Complexity: Deep Learnable Architecture for Protein-protein
Interaction Predictions},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13810},
pages = {528--542},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25599-1\_39},
doi = {10.1007/978-3-031-25599-1\_39},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/WuPVM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ZhuLWBPNMX22,
author = {Ruiqi Zhu and
Xue Li and
Fangrong Wang and
Alan Bundy and
Jeff Z. Pan and
Kwabena Nuamah and
Stefano Mauceri and
Lei Xu},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {{TREAT:} Automated Construction and Maintenance of Probabilistic Knowledge
Bases from Logs (Extended Abstract)},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13810},
pages = {325--329},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25599-1\_24},
doi = {10.1007/978-3-031-25599-1\_24},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/ZhuLWBPNMX22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ZouambiJD22,
author = {Meyssa Zouambi and
Julie Jacques and
Clarisse Dhaenens},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {{LS-PON:} {A} Prediction-Based Local Search for Neural Architecture
Search},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13810},
pages = {108--122},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25599-1\_9},
doi = {10.1007/978-3-031-25599-1\_9},
timestamp = {Tue, 28 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/ZouambiJD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ZurliBC22,
author = {Alberto Zurli and
Alessia Bertugli and
Jacopo Credi},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Panos M. Pardalos and
Giuseppe Di Fatta and
Giovanni Giuffrida and
Renato Umeton},
title = {Does Catastrophic Forgetting Negatively Affect Financial Predictions?},
booktitle = {Machine Learning, Optimization, and Data Science - 8th International
Workshop, {LOD} 2022, Certosa di Pontignano, Italy, September 19-22,
2022, Revised Selected Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13810},
pages = {501--515},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-25599-1\_37},
doi = {10.1007/978-3-031-25599-1\_37},
timestamp = {Fri, 10 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/ZurliBC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/mod/2021-1,
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13163},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-030-95467-3},
doi = {10.1007/978-3-030-95467-3},
isbn = {978-3-030-95466-6},
timestamp = {Mon, 07 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/2021-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/mod/2021-2,
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-030-95470-3},
doi = {10.1007/978-3-030-95470-3},
isbn = {978-3-030-95469-7},
timestamp = {Mon, 07 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/2021-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/AdouaniS21,
author = {Ines Adouani and
Chafik Samir},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {An Optimization Method for Accurate Nonparametric Regressions on Stiefel
Manifolds},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {325--337},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_25},
doi = {10.1007/978-3-030-95470-3\_25},
timestamp = {Mon, 07 Feb 2022 17:57:40 +0100},
biburl = {https://dblp.org/rec/conf/mod/AdouaniS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/AgarwalUWB21,
author = {Nancy Agarwal and
Tug{\c{c}}e {\"{U}}nl{\"{u}} and
Mudasir Ahmad Wani and
Patrick Bours},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Predatory Conversation Detection Using Transfer Learning Approach},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13163},
pages = {488--499},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95467-3\_35},
doi = {10.1007/978-3-030-95467-3\_35},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/AgarwalUWB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ArchettiCM21,
author = {Alberto Archetti and
Marco Cannici and
Matteo Matteucci},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Neural Weighted A*: Learning Graph Costs and Heuristics with Differentiable
Anytime {A}},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13163},
pages = {596--610},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95467-3\_43},
doi = {10.1007/978-3-030-95467-3\_43},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/ArchettiCM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/AshfaqLN21,
author = {Awais Ashfaq and
Markus Lingman and
Slawomir Nowaczyk},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {{KAFE:} Knowledge and Frequency Adapted Embeddings},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {132--146},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_10},
doi = {10.1007/978-3-030-95470-3\_10},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/AshfaqLN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/AspertiEM21,
author = {Andrea Asperti and
Davide Evangelista and
Moreno Marzolla},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Dissecting FLOPs Along Input Dimensions for GreenAI Cost Estimations},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {86--100},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_7},
doi = {10.1007/978-3-030-95470-3\_7},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/AspertiEM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/AsprinoBMMP21,
author = {Luigi Asprino and
Luana Bulla and
Ludovica Marinucci and
Misael Mongiov{\`{\i}} and
Valentina Presutti},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {A Large Visual Question Answering Dataset for Cultural Heritage},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {193--197},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_14},
doi = {10.1007/978-3-030-95470-3\_14},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/AsprinoBMMP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/AssafFN21,
author = {Osama Assaf and
Giuseppe Di Fatta and
Giuseppe Nicosia},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Multivariate {LSTM} for Stock Market Volatility Prediction},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {531--544},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_40},
doi = {10.1007/978-3-030-95470-3\_40},
timestamp = {Mon, 07 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/AssafFN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/AzeemZ21,
author = {Ibraheem Azeem and
Moayid Ali Zaidi},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Zero-Shot Learning-Based Detection of Electric Insulators in the Wild},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {213--225},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_16},
doi = {10.1007/978-3-030-95470-3\_16},
timestamp = {Mon, 07 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/AzeemZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/AzzamOS21,
author = {Joy Azzam and
Benjamin W. Ong and
Allan A. Struthers},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Randomized Iterative Methods for Matrix Approximation},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {226--240},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_17},
doi = {10.1007/978-3-030-95470-3\_17},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/AzzamOS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BanaLK21,
author = {Tejas Bana and
Jatan Loya and
Siddhant Kulkarni},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {ViT - Inception - {GAN} for Image Colourisation},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13163},
pages = {105--118},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95467-3\_8},
doi = {10.1007/978-3-030-95467-3\_8},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/BanaLK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BarbieroST21,
author = {Pietro Barbiero and
Giovanni Squillero and
Alberto Tonda},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Predictable Features Elimination: An Unsupervised Approach to Feature
Selection},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13163},
pages = {399--412},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95467-3\_29},
doi = {10.1007/978-3-030-95467-3\_29},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/BarbieroST21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BasakPBV21,
author = {Subhasish Basak and
S{\'{e}}bastien Petit and
Julien Bect and
Emmanuel V{\'{a}}zquez},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Numerical Issues in Maximum Likelihood Parameter Estimation for Gaussian
Process Interpolation},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {116--131},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_9},
doi = {10.1007/978-3-030-95470-3\_9},
timestamp = {Mon, 07 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/BasakPBV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BayramUAAB21,
author = {Baris Bayram and
B{\"{u}}sra {\"{U}}lk{\"{u}} and
G{\"{o}}zde Aydin and
Raha Akhavan{-}Tabatabaei and
Bur{\c{c}}in Bozkaya},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {A Machine Learning Approach to Daily Capacity Planning in E-Commerce
Logistics},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {45--50},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_4},
doi = {10.1007/978-3-030-95470-3\_4},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/BayramUAAB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BellodiZB21,
author = {Elena Bellodi and
Riccardo Zese and
Francesco Bertasi},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Machine Learning in a Policy Support System for Smart Tourism Management},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13163},
pages = {457--472},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95467-3\_33},
doi = {10.1007/978-3-030-95467-3\_33},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/BellodiZB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Ben-DavidG21,
author = {Yuval Ben{-}David and
Gail Gilboa{-}Freedman},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Utilizing Predictive Models to Identify the Influence of Full Prior
Distribution in Hypothesis Testing Problems},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13163},
pages = {138--143},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95467-3\_11},
doi = {10.1007/978-3-030-95467-3\_11},
timestamp = {Mon, 07 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/Ben-DavidG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BommertRL21,
author = {Andrea Bommert and
J{\"{o}}rg Rahnenf{\"{u}}hrer and
Michel Lang},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Employing an Adjusted Stability Measure for Multi-criteria Model Fitting
on Data Sets with Similar Features},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13163},
pages = {81--92},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95467-3\_6},
doi = {10.1007/978-3-030-95467-3\_6},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/BommertRL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BonniciCF21,
author = {Vincenzo Bonnici and
Andrea Cracco and
Giuditta Franco},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {A k-mer Based Sequence Similarity for Pangenomic Analyses},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {31--44},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_3},
doi = {10.1007/978-3-030-95470-3\_3},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/BonniciCF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BousninaG21,
author = {Dhekra Bousnina and
Gilles Guerassimoff},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Deep Reinforcement Learning for Optimal Energy Management of Multi-energy
Smart Grids},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {15--30},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_2},
doi = {10.1007/978-3-030-95470-3\_2},
timestamp = {Mon, 07 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/BousninaG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BrowneGP21,
author = {David Browne and
Michael Giering and
Steven D. Prestwich},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Unsupervised PulseNet: Automated Pruning of Convolutional Neural Networks
by K-Means Clustering},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13163},
pages = {172--184},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95467-3\_14},
doi = {10.1007/978-3-030-95467-3\_14},
timestamp = {Mon, 07 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/BrowneGP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BuonoES21,
author = {Nicoletta Del Buono and
Flavia Esposito and
Laura Selicato},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Toward a New Approach for Tuning Regularization Hyperparameter in
{NMF}},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13163},
pages = {500--511},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95467-3\_36},
doi = {10.1007/978-3-030-95467-3\_36},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/BuonoES21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/CartaPRS21,
author = {Salvatore Carta and
Alessandro Sebastian Podda and
Diego Reforgiato Recupero and
Maria Madalina Stanciu},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Explainable {AI} for Financial Forecasting},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {51--69},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_5},
doi = {10.1007/978-3-030-95470-3\_5},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/CartaPRS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ChondrodimaGPT21,
author = {Eva Chondrodima and
Harris V. Georgiou and
Nikos Pelekis and
Yannis Theodoridis},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Public Transport Arrival Time Prediction Based on {GTFS} Data},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {481--495},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_36},
doi = {10.1007/978-3-030-95470-3\_36},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/ChondrodimaGPT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ConsoliNTTT21,
author = {Sergio Consoli and
Matteo Negri and
Amirhossein Tebbifakhr and
Elisa Tosetti and
Marco Turchi},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Forecasting the {IBEX-35} Stock Index Using Deep Learning and News
Emotions},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13163},
pages = {308--323},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95467-3\_23},
doi = {10.1007/978-3-030-95467-3\_23},
timestamp = {Tue, 28 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/ConsoliNTTT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/CruzTOAMR21,
author = {Leonel Cruz and
Rub{\'{e}}n Tous and
Beatriz Otero and
Leonardo Alvarado and
Sergi Mus and
Otilio Rojas},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Epicentral Region Estimation Using Convolutional Neural Networks},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13163},
pages = {541--552},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95467-3\_39},
doi = {10.1007/978-3-030-95467-3\_39},
timestamp = {Mon, 07 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/CruzTOAMR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/DionisioSP21,
author = {Jo{\~{a}}o Dion{\'{\i}}sio and
Davi dos Santos and
Jo{\~{a}}o Pedro Pedroso},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {The Sea Exploration Problem Revisited},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13163},
pages = {626--640},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95467-3\_45},
doi = {10.1007/978-3-030-95467-3\_45},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/DionisioSP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/DonaghyG21,
author = {John Donaghy and
Kai Germaschewski},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Inference and De-noising of Non-gaussian Particle Distribution Functions:
{A} Generative Modeling Approach},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13163},
pages = {338--348},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95467-3\_25},
doi = {10.1007/978-3-030-95467-3\_25},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/DonaghyG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/EnslinSKBL21,
author = {Chrismarie Enslin and
Vladimir Samsonov and
Hans{-}Georg K{\"{o}}pken and
Schirin B{\"{a}}r and
Daniel L{\"{u}}tticke},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Optimisation of a Workpiece Clamping Position with Reinforcement Learning
for Complex Milling Applications},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {261--276},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_20},
doi = {10.1007/978-3-030-95470-3\_20},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/EnslinSKBL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/EtumuseiCM21,
author = {Jonathan Etumusei and
Jorge Mart{\'{\i}}nez Carracedo and
Sally I. McClean},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Estimating Change Intensity and Duration in Human Activity Recognition
Using Martingales},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13163},
pages = {553--567},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95467-3\_40},
doi = {10.1007/978-3-030-95467-3\_40},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/EtumuseiCM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/FaganD21,
author = {Des Fagan and
Ruth Conroy Dalton},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {The Optimized Social Distance Lab - {A} Methodology for Automated
Building Layout Redesign for Social Distancing},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {496--501},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_37},
doi = {10.1007/978-3-030-95470-3\_37},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/FaganD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/FranchiniRT21,
author = {Giorgia Franchini and
Valeria Ruggiero and
Ilaria Trombini},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Thresholding Procedure via Barzilai-Borwein Rules for the Steplength
Selection in Stochastic Gradient Methods},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {277--282},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_21},
doi = {10.1007/978-3-030-95470-3\_21},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/FranchiniRT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/GarciarenaVMS21,
author = {Unai Garciarena and
Jon Vadillo and
Alexander Mendiburu and
Roberto Santana},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Adversarial Perturbations for Evolutionary Optimization},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {408--422},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_31},
doi = {10.1007/978-3-030-95470-3\_31},
timestamp = {Wed, 12 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/GarciarenaVMS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/GiuffridaRR21,
author = {Giovanni Giuffrida and
Francesco Mazzeo Rinaldi and
Andrea Russo},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Analyzing Communication Broadcasting in the Digital Space},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {518--530},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_39},
doi = {10.1007/978-3-030-95470-3\_39},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/GiuffridaRR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/GneccoB21,
author = {Giorgio Gnecco and
Andrea Bacigalupo},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {On Principal Component Analysis of the Convex Combination of Two Data
Matrices and Its Application to Acoustic Metamaterial Filters},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13163},
pages = {119--123},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95467-3\_9},
doi = {10.1007/978-3-030-95467-3\_9},
timestamp = {Mon, 07 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/GneccoB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/GoryunovaBI21,
author = {Natalya Goryunova and
Artem Baklanov and
Egor Ianovski},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {A Noisy-Labels Approach to Detecting Uncompetitive Auctions},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13163},
pages = {185--200},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95467-3\_15},
doi = {10.1007/978-3-030-95467-3\_15},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/GoryunovaBI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/GrosseteteMCGL21,
author = {Lo{\"{\i}}c Grosset{\^{e}}te and
Alexandre Marois and
B{\'{e}}n{\'{e}}dicte Chatelais and
Christian Gagn{\'{e}} and
Daniel Lafond},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Active Learning for Capturing Human Decision Policies in a Data Frugal
Context},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {395--407},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_30},
doi = {10.1007/978-3-030-95470-3\_30},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/GrosseteteMCGL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/GutierrezORC21,
author = {Norma Guti{\'{e}}rrez and
Beatriz Otero and
Eva Rodr{\'{\i}}guez and
Ramon Canal},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Malicious Website Detection Through Deep Learning Algorithms},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13163},
pages = {512--526},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95467-3\_37},
doi = {10.1007/978-3-030-95467-3\_37},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/GutierrezORC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/HadjidimitriouL21,
author = {Natalia Selini Hadjidimitriou and
Marco Lippi and
Marco Mamei},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Activity Imputation of Shared e-Bikes Travels in Urban Areas},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13163},
pages = {442--456},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95467-3\_32},
doi = {10.1007/978-3-030-95467-3\_32},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/HadjidimitriouL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/HaiderHWS21,
author = {Abbas Haider and
Glenn I. Hawe and
Hui Wang and
Bryan W. Scotney},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Multi-Asset Market Making via Multi-Task Deep Reinforcement Learning},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {353--364},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_27},
doi = {10.1007/978-3-030-95470-3\_27},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/HaiderHWS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/HanseWSB21,
author = {Gideon Hanse and
Roy de Winter and
Bas van Stein and
Thomas B{\"{a}}ck},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Optimally Weighted Ensembles for Efficient Multi-objective Optimization},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13163},
pages = {144--156},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95467-3\_12},
doi = {10.1007/978-3-030-95467-3\_12},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/HanseWSB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Harpale21,
author = {Abhay Harpale},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Health Change Detection Using Temporal Transductive Learning},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {178--192},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_13},
doi = {10.1007/978-3-030-95470-3\_13},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/Harpale21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/HassouniHCKAMRE21,
author = {Ali el Hassouni and
Mark Hoogendoorn and
Marketa Ciharova and
Annet Kleiboer and
Khadicha Amarti and
Vesa Muhonen and
Heleen Riper and
A. E. Eiben},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {pH-RL: {A} Personalization Architecture to Bring Reinforcement Learning
to Health Practice},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13163},
pages = {265--280},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95467-3\_20},
doi = {10.1007/978-3-030-95467-3\_20},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/HassouniHCKAMRE21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/HuberR21,
author = {Marc Huber and
G{\"{u}}nther R. Raidl},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Learning Beam Search: Utilizing Machine Learning to Guide Beam Search
for Solving Combinatorial Optimization Problems},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {283--298},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_22},
doi = {10.1007/978-3-030-95470-3\_22},
timestamp = {Mon, 07 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/HuberR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/JulkaSSG21,
author = {Sahib Julka and
Vishal Sowrirajan and
Joerg Schloetterer and
Michael Granitzer},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Conditional Generative Adversarial Networks for Speed Control in Trajectory
Simulation},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {436--450},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_33},
doi = {10.1007/978-3-030-95470-3\_33},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/JulkaSSG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/JullianOSCVP21,
author = {Olivia Jullian and
Beatriz Otero and
Mirjana Stojilovic and
Juan Jos{\'{e}} Costa and
Javier Verd{\'{u}} and
Manuel Alejandro Pajuelo},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Deep Learning Detection of {GPS} Spoofing},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13163},
pages = {527--540},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95467-3\_38},
doi = {10.1007/978-3-030-95467-3\_38},
timestamp = {Mon, 07 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/JullianOSCVP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/KaringulaRTAJST21,
author = {Sankeerth Rao Karingula and
Nandini Ramanan and
Rasool Tahmasbi and
Mehrnaz Amjadi and
Deokwoo Jung and
Ricky Si and
Charanraj Thimmisetty and
Luisa F. Polan{\'{\i}}a and
Marjorie Sayer and
Jake Taylor and
Claudionor Nunes Coelho},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Boosted Embeddings for Time-Series Forecasting},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {1--14},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_1},
doi = {10.1007/978-3-030-95470-3\_1},
timestamp = {Wed, 08 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/KaringulaRTAJST21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/KumbureLL21,
author = {Mahinda Mailagaha Kumbure and
Christoph Lohrmann and
Pasi Luukka},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {A Study on Relevant Features for Intraday S{\&}P 500 Prediction
Using a Hybrid Feature Selection Approach},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13163},
pages = {93--104},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95467-3\_7},
doi = {10.1007/978-3-030-95467-3\_7},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/KumbureLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LaganiFGA21,
author = {Gabriele Lagani and
Fabrizio Falchi and
Claudio Gennaro and
Giuseppe Amato},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Training Convolutional Neural Networks with Competitive Hebbian Learning
Approaches},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13163},
pages = {25--40},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95467-3\_2},
doi = {10.1007/978-3-030-95467-3\_2},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/LaganiFGA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LaganiFGA21a,
author = {Gabriele Lagani and
Fabrizio Falchi and
Claudio Gennaro and
Giuseppe Amato},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Evaluating Hebbian Learning in a Semi-supervised Setting},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {365--379},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_28},
doi = {10.1007/978-3-030-95470-3\_28},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/LaganiFGA21a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LatotzkeLG21,
author = {Cecilia Latotzke and
Johnson Loh and
Tobias Gemmeke},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Cascaded Classifier for Pareto-Optimal Accuracy-Cost Trade-Off Using
Off-the-Shelf ANNs},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {423--435},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_32},
doi = {10.1007/978-3-030-95470-3\_32},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/LatotzkeLG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LetteriCP21,
author = {Ivan Letteri and
Antonio Di Cecco and
Giuseppe Della Penna},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {New Optimization Approaches in Malware Traffic Analysis},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13163},
pages = {57--68},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95467-3\_4},
doi = {10.1007/978-3-030-95467-3\_4},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/LetteriCP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LiWX21,
author = {Zhijian Li and
Bao Wang and
Jack Xin},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {An Integrated Approach to Produce Robust Deep Neural Network Models
with High Efficiency},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {451--465},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_34},
doi = {10.1007/978-3-030-95470-3\_34},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/LiWX21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LiZFHPS21,
author = {Ying Li and
Vitalii Zakhozhyi and
Yu Fu and
Joy He{-}Yueya and
Vishwa Pardeshi and
Luis J. Salazar},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Building Knowledge Base for the Domain of Economic Mobility of Older
Workers},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {246--260},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_19},
doi = {10.1007/978-3-030-95470-3\_19},
timestamp = {Mon, 07 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/LiZFHPS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LutscherHSH21,
author = {Daniel Lutscher and
Ali el Hassouni and
Maarten Stol and
Mark Hoogendoorn},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Mixing Consistent Deep Clustering},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13163},
pages = {124--137},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95467-3\_10},
doi = {10.1007/978-3-030-95467-3\_10},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/LutscherHSH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/MaaloufGL21,
author = {Eliane Maalouf and
David Ginsbourger and
Niklas Linde},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Fast {ABC} with Joint Generative Modelling and Subset Simulation},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13163},
pages = {413--429},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95467-3\_30},
doi = {10.1007/978-3-030-95467-3\_30},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/MaaloufGL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/MalfaMBPN21,
author = {Gabriele La Malfa and
Emanuele La Malfa and
Roman V. Belavkin and
Panos M. Pardalos and
Giuseppe Nicosia},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Distilling Financial Models by Symbolic Regression},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {502--517},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_38},
doi = {10.1007/978-3-030-95470-3\_38},
timestamp = {Mon, 07 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/MalfaMBPN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/MatsuuraK21,
author = {Shun Matsuura and
Hiroshi Kurata},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Statistical Estimation of Quantization for Probability Distributions:
Best Equivariant Estimator of Principal Points},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13163},
pages = {430--441},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95467-3\_31},
doi = {10.1007/978-3-030-95467-3\_31},
timestamp = {Mon, 07 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/MatsuuraK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/MilneACFK21,
author = {Holden Milne and
Opeyemi Adesina and
Russell Campbell and
Barbara Friesen and
Masud Khawaja},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Flexible Job-Shop Scheduling with Changeover Priorities},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13163},
pages = {611--625},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95467-3\_44},
doi = {10.1007/978-3-030-95467-3\_44},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/MilneACFK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/MutsF21,
author = {Kateryna Muts and
Heiko Falk},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Predicting Worst-Case Execution Times During Multi-criterial Function
Inlining},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13163},
pages = {281--295},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95467-3\_21},
doi = {10.1007/978-3-030-95467-3\_21},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/MutsF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/OrchelS21,
author = {Marcin Orchel and
Johan A. K. Suykens},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Improved Update Rule and Sampling of Stochastic Gradient Descent with
Extreme Early Stopping for Support Vector Machines},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {147--161},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_11},
doi = {10.1007/978-3-030-95470-3\_11},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/OrchelS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/PaisalnanPM21,
author = {Sakrapee Paisalnan and
Frank E. Pollick and
Yashar Moshfeghi},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Towards Understanding Neuroscience of Realisation of Information Need
in Light of Relevance and Satisfaction Judgement},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13163},
pages = {41--56},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95467-3\_3},
doi = {10.1007/978-3-030-95467-3\_3},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/PaisalnanPM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/PiasiniBG21,
author = {Eugenio Piasini and
Vijay Balasubramanian and
Joshua I. Gold},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Effect of Geometric Complexity on Intuitive Model Selection},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13163},
pages = {1--24},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95467-3\_1},
doi = {10.1007/978-3-030-95467-3\_1},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/PiasiniBG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/QuadriniCDF21,
author = {Michela Quadrini and
Massimo Cavallin and
Sebastian Daberdaku and
Carlo Ferrari},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {ProSPs: Protein Sites Prediction Based on Sequence Fragments},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13163},
pages = {568--580},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95467-3\_41},
doi = {10.1007/978-3-030-95467-3\_41},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/QuadriniCDF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Regis21,
author = {Rommel G. Regis},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {A Hybrid Surrogate-Assisted Accelerated Random Search and Trust Region
Approach for Constrained Black-Box Optimization},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {162--177},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_12},
doi = {10.1007/978-3-030-95470-3\_12},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/Regis21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/RiboniCB21,
author = {Alessandro Riboni and
Antonio Candelieri and
Matteo Borrotti},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Deep Autonomous Agents Comparison for Self-driving Cars},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13163},
pages = {201--213},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95467-3\_16},
doi = {10.1007/978-3-030-95467-3\_16},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/RiboniCB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/RongKFM21,
author = {Kyle Rong and
Aditya Khant and
David Flores and
George D. Monta{\~{n}}ez},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {The Label Recorder Method - Testing the Memorization Capacity of Machine
Learning Models},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13163},
pages = {581--595},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95467-3\_42},
doi = {10.1007/978-3-030-95467-3\_42},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/RongKFM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/RuddEG21,
author = {Keith Rudd and
Michelle M. Eshow and
Mary Gibbs},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Method for Generating Explainable Deep Learning Models in the Context
of Air Traffic Management},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13163},
pages = {214--234},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95467-3\_17},
doi = {10.1007/978-3-030-95467-3\_17},
timestamp = {Mon, 07 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/RuddEG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SchiewerW21,
author = {Robin Schiewer and
Laurenz Wiskott},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Modular Networks Prevent Catastrophic Interference in Model-Based
Multi-task Reinforcement Learning},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {299--313},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_23},
doi = {10.1007/978-3-030-95470-3\_23},
timestamp = {Mon, 07 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/SchiewerW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SchreursMFMS21,
author = {Joachim Schreurs and
Hannes De Meulemeester and
Micha{\"{e}}l Fanuel and
Bart De Moor and
Johan A. K. Suykens},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Leverage Score Sampling for Complete Mode Coverage in Generative Adversarial
Networks},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {466--480},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_35},
doi = {10.1007/978-3-030-95470-3\_35},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/SchreursMFMS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SelitskiyCS21,
author = {Stanislav Selitskiy and
Nikolaos Christou and
Natalya Selitskaya},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Using Statistical and Artificial Neural Networks Meta-learning Approaches
for Uncertainty Isolation in Face Recognition by the Established Convolutional
Models},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {338--352},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_26},
doi = {10.1007/978-3-030-95470-3\_26},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/SelitskiyCS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ShahvandiS21,
author = {Mostafa Kiani Shahvandi and
Benedikt Soja},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Small Geodetic Datasets and Deep Networks: Attention-Based Residual
{LSTM} Autoencoder Stacking for Geodetic Time Series},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13163},
pages = {296--307},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95467-3\_22},
doi = {10.1007/978-3-030-95467-3\_22},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/ShahvandiS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ShuklaTB21,
author = {Saurabh Shukla and
Subhasis Thakur and
John G. Breslin},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Anomaly Detection in Smart Grid Network Using FC-Based Blockchain
Model and Linear {SVM}},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13163},
pages = {157--171},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95467-3\_13},
doi = {10.1007/978-3-030-95467-3\_13},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/ShuklaTB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SilvestrinPH21,
author = {Luis P. Silvestrin and
Leonardos Pantiskas and
Mark Hoogendoorn},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {A Framework for Imbalanced Time-Series Forecasting},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13163},
pages = {250--264},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95467-3\_19},
doi = {10.1007/978-3-030-95467-3\_19},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/SilvestrinPH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SimmABM21,
author = {Jaak Simm and
Adam Arany and
Edward De Brouwer and
Yves Moreau},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Expressive Graph Informer Networks},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {198--212},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_15},
doi = {10.1007/978-3-030-95470-3\_15},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/SimmABM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/StierDG21,
author = {Julian Stier and
Harshil Darji and
Michael Granitzer},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Experiments on Properties of Hidden Structures of Sparse Neural Networks},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {380--394},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_29},
doi = {10.1007/978-3-030-95470-3\_29},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/StierDG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SuciuL21,
author = {Mihai{-}Alexandru Suciu and
Rodica Ioana Lung},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {A New Nash-Probit Model for Binary Classification},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {314--324},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_24},
doi = {10.1007/978-3-030-95470-3\_24},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/SuciuL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/TawareVSGKKJ21,
author = {Rutuja Taware and
Shraddha Varat and
Gaurav Salunke and
Chaitanya Gawande and
Geetanjali Kale and
Rahul Khengare and
Raviraj Joshi},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {ShufText: {A} Simple Black Box Approach to Evaluate the Fragility
of Text Classification Models},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13163},
pages = {235--249},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95467-3\_18},
doi = {10.1007/978-3-030-95467-3\_18},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/TawareVSGKKJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/TorresMF21,
author = {Rocio Nahime Torres and
Federico Milani and
Piero Fraternali},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {{ODIN:} Pluggable Meta-annotations and Metrics for the Diagnosis of
Classification and Localization},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13163},
pages = {383--398},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95467-3\_28},
doi = {10.1007/978-3-030-95467-3\_28},
timestamp = {Mon, 07 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/TorresMF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/TrongF21,
author = {Van Trong Nguyen and
Fedor Fedorovich Pashchenko},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Convolutional Neural Network for Classification of Aerial Survey Images
in the Recognition System},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13163},
pages = {349--356},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95467-3\_26},
doi = {10.1007/978-3-030-95467-3\_26},
timestamp = {Thu, 24 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/TrongF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/VafaieVPM21,
author = {Parsa Vafaie and
Herna L. Viktor and
Eric Paquet and
Wojtek Michalowski},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Online Semi-supervised Learning from Evolving Data Streams with Meta-features
and Deep Reinforcement Learning},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {70--85},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_6},
doi = {10.1007/978-3-030-95470-3\_6},
timestamp = {Mon, 07 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/VafaieVPM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ValenciaWMQ21,
author = {David Valencia and
Henry Williams and
Bruce A. MacDonald and
Ting Qiao},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Action-Conditioned Frame Prediction Without Discriminator},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13163},
pages = {324--337},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95467-3\_24},
doi = {10.1007/978-3-030-95467-3\_24},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/ValenciaWMQ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/VassilevHJ21,
author = {Apostol Vassilev and
Munawar Hasan and
Honglan Jin},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Can You Tell? SSNet - {A} Biologically-Inspired Neural Network Framework
for Sentiment Classifiers},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13163},
pages = {357--382},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95467-3\_27},
doi = {10.1007/978-3-030-95467-3\_27},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/VassilevHJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/VaterB21,
author = {Nadja Vater and
Alfio Borz{\`{\i}}},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Training Artificial Neural Networks with Gradient and Coarse-Level
Correction Schemes},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13163},
pages = {473--487},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95467-3\_34},
doi = {10.1007/978-3-030-95467-3\_34},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/VaterB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/WangLS21,
author = {Ping Wang and
Renato De Leone and
Hongyan Sang},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Improved Migrating Birds Optimization Algorithm to Solve Hybrid Flowshop
Scheduling Problem with Lot-Streaming of Random Breakdown},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {241--245},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_18},
doi = {10.1007/978-3-030-95470-3\_18},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/WangLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/WohllebenBPS21,
author = {Meike Wohlleben and
Amelie Bender and
Sebastian Peitz and
Walter Sextro},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Development of a Hybrid Modeling Methodology for Oscillating Systems
with Friction},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {13164},
pages = {101--115},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95470-3\_8},
doi = {10.1007/978-3-030-95470-3\_8},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/WohllebenBPS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ZaleshinaZ21,
author = {Margarita Zaleshina and
Alexander Zaleshin},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Gabriele La Malfa and
Giorgio Jansen and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Topological Properties of Mouse Neuronal Populations in Fluorescence
Microscopy Images},
booktitle = {Machine Learning, Optimization, and Data Science - 7th International
Conference, {LOD} 2021, Grasmere, UK, October 4-8, 2021, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13163},
pages = {69--80},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-95467-3\_5},
doi = {10.1007/978-3-030-95467-3\_5},
timestamp = {Wed, 23 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/ZaleshinaZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/AhmedYZAK20,
author = {Sara Atito Ali Ahmed and
Berrin A. Yanikoglu and
Cemre Zor and
Muhammad Awais and
Josef Kittler},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Skin Lesion Diagnosis with Imbalanced {ECOC} Ensembles},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {292--303},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_25},
doi = {10.1007/978-3-030-64580-9\_25},
timestamp = {Fri, 16 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/AhmedYZAK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/AjiKSB20,
author = {Sani Aji and
Poom Kumam and
Punnarai Siricharoen and
Ali Maina Bukar},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Automatic Classification of Low-Angle Fuze-Quick Craters Using Deep
Learning},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {436--447},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_36},
doi = {10.1007/978-3-030-64580-9\_36},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/AjiKSB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/AndersenGG20,
author = {Per{-}Arne Andersen and
Morten Goodwin and
Ole{-}Christoffer Granmo},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Safer Reinforcement Learning for Agents in Industrial Grid-Warehousing},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {169--180},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_14},
doi = {10.1007/978-3-030-64580-9\_14},
timestamp = {Tue, 12 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/AndersenGG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Asperti20,
author = {Andrea Asperti},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Variance Loss in Variational Autoencoders},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {297--308},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_28},
doi = {10.1007/978-3-030-64583-0\_28},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/Asperti20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/AyodeleAP20,
author = {Mayowa Ayodele and
Richard Allmendinger and
K. Nadia Papamichail},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Heuristic Search in LegalTech: Dynamic Allocation of Legal Cases to
Legal Staff},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {326--338},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_28},
doi = {10.1007/978-3-030-64580-9\_28},
timestamp = {Tue, 01 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/AyodeleAP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BachMRR20,
author = {Nicolas Bach and
Andrew Melnik and
Federico Rosetto and
Helge J. Ritter},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {An Error-Based Addressing Architecture for Dynamic Model Learning},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {617--630},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_51},
doi = {10.1007/978-3-030-64580-9\_51},
timestamp = {Tue, 12 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/BachMRR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BachMSKR20,
author = {Nicolas Bach and
Andrew Melnik and
Malte Schilling and
Timo Korthals and
Helge J. Ritter},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Learn to Move Through a Combination of Policy Gradient Algorithms:
DDPG, D4PG, and {TD3}},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {631--644},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_52},
doi = {10.1007/978-3-030-64580-9\_52},
timestamp = {Tue, 12 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/BachMSKR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BaldiFM20,
author = {Mauro Maria Baldi and
Elisabetta Fersini and
Enza Messina},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Relational Bayesian Model Averaging for Sentiment Analysis in Social
Networks},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {285--296},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_27},
doi = {10.1007/978-3-030-64583-0\_27},
timestamp = {Tue, 26 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/BaldiFM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BallKD20,
author = {Richard Ball and
Hennie A. Kruger and
Lynette Drevin},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {A Unified Approach to Anomaly Detection},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {281--291},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_24},
doi = {10.1007/978-3-030-64580-9\_24},
timestamp = {Tue, 12 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/BallKD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BelliniGP20,
author = {Vittorio Bellini and
Massimo Guidolin and
Manuela Pedio},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Can Big Data Help to Predict Conditional Stock Market Volatility?
An Application to Brexit},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {398--409},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_36},
doi = {10.1007/978-3-030-64583-0\_36},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/BelliniGP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BianchiMCF20,
author = {Federico Bianchi and
Francesco Masillo and
Alberto Castellini and
Alessandro Farinelli},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {XM{\_}HeatForecast: Heating Load Forecasting in Smart District Heating
Networks},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {601--612},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_53},
doi = {10.1007/978-3-030-64583-0\_53},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/BianchiMCF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BianchiTCF20,
author = {Federico Bianchi and
Pietro Tarocco and
Alberto Castellini and
Alessandro Farinelli},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Convolutional Neural Network and Stochastic Variational Gaussian Process
for Heating Load Forecasting},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {244--256},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_23},
doi = {10.1007/978-3-030-64583-0\_23},
timestamp = {Tue, 23 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/BianchiTCF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BocciaDMS20,
author = {Maurizio Boccia and
Antonio Diglio and
Adriano Masone and
Claudio Sterle},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {A Location-Routing Based Solution Approach for Reorganizing Postal
Collection Operations in Rural Areas},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {625--636},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_55},
doi = {10.1007/978-3-030-64583-0\_55},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/BocciaDMS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BommertR20,
author = {Andrea Bommert and
J{\"{o}}rg Rahnenf{\"{u}}hrer},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Adjusted Measures for Feature Selection Stability for Data Sets with
Similar Features},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {203--214},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_19},
doi = {10.1007/978-3-030-64583-0\_19},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/BommertR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BommertR20a,
author = {Marius Bommert and
G{\"{u}}nter Rudolph},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Reliable Solution of Multidimensional Stochastic Problems Using Metamodels},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {215--226},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_20},
doi = {10.1007/978-3-030-64583-0\_20},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/BommertR20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BorghesiBLM20,
author = {Andrea Borghesi and
Federico Baldo and
Michele Lombardi and
Michela Milano},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Injective Domain Knowledge in Neural Networks for Transprecision Computing},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {587--600},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_52},
doi = {10.1007/978-3-030-64583-0\_52},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/BorghesiBLM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BousninaOP20,
author = {Dhekra Bousnina and
Welington de Oliveira and
Peter Pflaum},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {A Stochastic Optimization Model for Frequency Control and Energy Management
in a Microgrid},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {177--189},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_17},
doi = {10.1007/978-3-030-64583-0\_17},
timestamp = {Tue, 12 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/BousninaOP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BrandaMT20,
author = {Francesco Branda and
Fabrizio Marozzo and
Domenico Talia},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Discovering Travelers' Purchasing Behavior from Public Transport Data},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {725--736},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_63},
doi = {10.1007/978-3-030-64583-0\_63},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/BrandaMT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BrauningMSS20,
author = {Michael Br{\"{a}}uning and
Despo Malikkidou and
Stefano Scalone and
Giorgio Scricco},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {A New Approach to Early Warning Systems for Small European Banks},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {551--562},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_49},
doi = {10.1007/978-3-030-64583-0\_49},
timestamp = {Tue, 12 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/BrauningMSS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BuonoES20,
author = {Nicoletta Del Buono and
Flavia Esposito and
Laura Selicato},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Methods for Hyperparameters Optimization in Learning Approaches: An
Overview},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {100--112},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_11},
doi = {10.1007/978-3-030-64583-0\_11},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/BuonoES20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BurjanG20,
author = {Viktor Burj{\'{a}}n and
B{\'{a}}lint Gyires{-}T{\'{o}}th},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {{GPU} Accelerated Data Preparation for Limit Order Book Modeling},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {385--397},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_35},
doi = {10.1007/978-3-030-64583-0\_35},
timestamp = {Tue, 12 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/BurjanG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/CartaCPPR20,
author = {Salvatore Carta and
Sergio Consoli and
Luca Piras and
Alessandro Sebastian Podda and
Diego Reforgiato Recupero},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Dynamic Industry-Specific Lexicon Generation for Stock Market Forecast},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {162--176},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_16},
doi = {10.1007/978-3-030-64583-0\_16},
timestamp = {Wed, 06 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/CartaCPPR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/CartaRSS20,
author = {Salvatore Carta and
Diego Reforgiato Recupero and
Roberto Saia and
Maria Madalina Stanciu},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {A General Approach for Risk Controlled Trading Based on Machine Learning
and Statistical Arbitrage},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {489--503},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_44},
doi = {10.1007/978-3-030-64583-0\_44},
timestamp = {Mon, 07 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/CartaRSS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/CastelliRMCSP20,
author = {Filippo Maria Castelli and
Matteo Roffilli and
Giacomo Mazzamuto and
Irene Costantini and
Ludovico Silvestri and
Francesco Pavone},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Semantic Segmentation of Neuronal Bodies in Fluorescence Microscopy
Using a 2D+3D {CNN} Training Strategy with Sparsely Annotated Data},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {95--99},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_10},
doi = {10.1007/978-3-030-64583-0\_10},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/CastelliRMCSP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/CenzatoTZ20,
author = {Alberto Cenzato and
Alberto Testolin and
Marco Zorzi},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Long-Term Prediction of Physical Interactions: {A} Challenge for Deep
Generative Models},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {83--94},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_9},
doi = {10.1007/978-3-030-64583-0\_9},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/CenzatoTZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ChretienG20,
author = {St{\'{e}}phane Chr{\'{e}}tien and
Benjamin Guedj},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Revisiting Clustering as Matrix Factorisation on the Stiefel Manifold},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {1--12},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_1},
doi = {10.1007/978-3-030-64583-0\_1},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/ChretienG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/CocolaH20,
author = {Jorio Cocola and
Paul Hand},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Global Convergence of Sobolev Training for Overparameterized Neural
Networks},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {574--586},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_51},
doi = {10.1007/978-3-030-64583-0\_51},
timestamp = {Tue, 12 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/CocolaH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ConsoliPT20,
author = {Sergio Consoli and
Luca Tiozzo Pezzoli and
Elisa Tosetti},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Using the {GDELT} Dataset to Analyse the Italian Sovereign Bond Market},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {190--202},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_18},
doi = {10.1007/978-3-030-64583-0\_18},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/ConsoliPT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ConstantinoCV20,
author = {Cl{\'{a}}udia S. Constantino and
Alexandra M. Carvalho and
Susana Vinga},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Sparse Consensus Classification for Discovering Novel Biomarkers in
Rheumatoid Arthritis},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {125--136},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_13},
doi = {10.1007/978-3-030-64583-0\_13},
timestamp = {Wed, 05 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/ConstantinoCV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/CraigheroAGSA20,
author = {Francesco Craighero and
Fabrizio Angaroni and
Alex Graudenzi and
Fabio Stella and
Marco Antoniotti},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Investigating the Compositional Structure of Deep Neural Networks},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {322--334},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_30},
doi = {10.1007/978-3-030-64583-0\_30},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/CraigheroAGSA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/CruzMRP20,
author = {Jose Cruz and
Wilson Mamani and
Christian Romero and
Ferdinand Pineda},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Multi-parameter Regression of Photovoltaic Systems using Selection
of Variables with the Method: Recursive Feature Elimination for Ridge,
Lasso and Bayes},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {191--202},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_16},
doi = {10.1007/978-3-030-64580-9\_16},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/CruzMRP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/DinhWBOX20,
author = {Thu Dinh and
Bao Wang and
Andrea L. Bertozzi and
Stanley J. Osher and
Jack Xin},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Sparsity Meets Robustness: Channel Pruning for the Feynman-Kac Formalism
Principled Robust Deep Neural Nets},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {362--381},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_31},
doi = {10.1007/978-3-030-64580-9\_31},
timestamp = {Wed, 11 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/DinhWBOX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Dlask20,
author = {Tom{\'{a}}s Dlask},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Unit Propagation by Means of Coordinate-Wise Minimization},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {688--699},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_60},
doi = {10.1007/978-3-030-64583-0\_60},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/Dlask20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/EspositiB20,
author = {Federico Espositi and
Andrea Bonarini},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Policy Feedback in Deep Reinforcement Learning to Exploit Expert Knowledge},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {269--272},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_25},
doi = {10.1007/978-3-030-64583-0\_25},
timestamp = {Tue, 12 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/EspositiB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/EspositiB20a,
author = {Federico Espositi and
Andrea Bonarini},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Gradient Bias to Solve the Generalization Limit of Genetic Algorithms
Through Hybridization with Reinforcement Learning},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {273--284},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_26},
doi = {10.1007/978-3-030-64583-0\_26},
timestamp = {Tue, 12 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/EspositiB20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/FaliniTCMMAM20,
author = {Antonella Falini and
Cristiano Tamborrino and
Graziano Castellano and
Francesca Mazzia and
Rosa Maria Mininni and
Annalisa Appice and
Donato Malerba},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Novel Reconstruction Errors for Saliency Detection in Hyperspectral
Images},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {113--124},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_12},
doi = {10.1007/978-3-030-64583-0\_12},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/FaliniTCMMAM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/FebrissyN20,
author = {Mickael Febrissy and
Mohamed Nadif},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Wasserstein Embeddings for Nonnegative Matrix Factorization},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {309--321},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_29},
doi = {10.1007/978-3-030-64583-0\_29},
timestamp = {Tue, 12 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/FebrissyN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/FelliciousWG20,
author = {Christofer Fellicious and
Thomas Wei{\ss}gerber and
Michael Granitzer},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Effects of Random Seeds on the Accuracy of Convolutional Neural Networks},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {93--102},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_8},
doi = {10.1007/978-3-030-64580-9\_8},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/FelliciousWG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/FerreiraSP20,
author = {Diogo R. Ferreira and
Teresa Scholz and
Rune Prytz},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Importance Weighting of Diagnostic Trouble Codes for Anomaly Detection},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {410--421},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_37},
doi = {10.1007/978-3-030-64583-0\_37},
timestamp = {Tue, 12 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/FerreiraSP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/FortezRRV20,
author = {Giovanna Fortez and
Franco Robledo and
Pablo Romero and
Omar Viera},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {A Fast Genetic Algorithm for the Max Cut-Clique Problem},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {528--539},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_47},
doi = {10.1007/978-3-030-64583-0\_47},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/FortezRRV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/FraccaroliLR20,
author = {Michele Fraccaroli and
Evelina Lamma and
Fabrizio Riguzzi},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Automatic Setting of {DNN} Hyper-Parameters by Mixing Bayesian Optimization
and Tuning Rules},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {477--488},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_43},
doi = {10.1007/978-3-030-64583-0\_43},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/FraccaroliLR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/FranchiniRZ20,
author = {Giorgia Franchini and
Valeria Ruggiero and
Luca Zanni},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Steplength and Mini-batch Size Selection in Stochastic Gradient Methods},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {259--263},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_22},
doi = {10.1007/978-3-030-64580-9\_22},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/FranchiniRZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/GaluzziMCA20,
author = {Bruno G. Galuzzi and
Enza Messina and
Antonio Candelieri and
Francesco Archetti},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Optimal Scenario-Tree Selection for Multistage Stochastic Programming},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {335--346},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_31},
doi = {10.1007/978-3-030-64583-0\_31},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/GaluzziMCA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/GaoYL20,
author = {Yuzhou Gao and
Tengchao Yu and
Jinglai Li},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Bayesian Optimization with Local Search},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {350--361},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_30},
doi = {10.1007/978-3-030-64580-9\_30},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/GaoYL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Gilboa-Freedman20,
author = {Gail Gilboa{-}Freedman and
Yair Amichai{-}Hamburger and
Dotan Castro},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Who Accepts Information Measures?},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {612--616},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_50},
doi = {10.1007/978-3-030-64580-9\_50},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/Gilboa-Freedman20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/GiriGO20,
author = {Charul Giri and
Morten Goodwin and
Ketil Oppedal},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Deep 3D Convolution Neural Network for Alzheimer's Detection},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {347--358},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_32},
doi = {10.1007/978-3-030-64583-0\_32},
timestamp = {Tue, 12 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/GiriGO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/GneccoAPL20,
author = {Giorgio Gnecco and
Stefano Amato and
Alessia Patuelli and
Nicola Lattanzi},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Machine Learning Application to Family Business Status Classification},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {25--36},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_3},
doi = {10.1007/978-3-030-64583-0\_3},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/GneccoAPL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/GuptaPWKKK20,
author = {Rishab Gupta and
Rohit Parimi and
Zachary Weed and
Pranav Kundra and
Pramod Koneru and
Pratap Koritala},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Driving Subscriptions Through User Behavior Modeling and Prediction
at Bloomberg Media},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {472--476},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_42},
doi = {10.1007/978-3-030-64583-0\_42},
timestamp = {Tue, 12 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/GuptaPWKKK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/GutierrezRMOC20,
author = {Norma Guti{\'{e}}rrez and
Eva Rodr{\'{\i}}guez and
Sergi Mus and
Beatriz Otero and
Ramon Canal},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Privacy Preserving Deep Learning Framework in Fog Computing},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {504--515},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_45},
doi = {10.1007/978-3-030-64583-0\_45},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/GutierrezRMOC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Harpale20,
author = {Abhay Harpale},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Chronologically Guided Deep Network for Remaining Useful Life Estimation},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {118--130},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_10},
doi = {10.1007/978-3-030-64580-9\_10},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/Harpale20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Harpale20a,
author = {Abhay Harpale},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Automatic Curriculum Recommendation for Employees},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {143--155},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_12},
doi = {10.1007/978-3-030-64580-9\_12},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/Harpale20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/HassouniHEM20,
author = {Ali el Hassouni and
Mark Hoogendoorn and
A. E. Eiben and
Vesa Muhonen},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Structural and Functional Representativity of GANs for Data Generation
in Sequential Decision Making},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {458--471},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_41},
doi = {10.1007/978-3-030-64583-0\_41},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/HassouniHEM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/HeY20,
author = {Yaodong He and
Shiu Yin Yuen},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Black Box Algorithm Selection by Convolutional Neural Network},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {264--280},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_23},
doi = {10.1007/978-3-030-64580-9\_23},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/HeY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Herrera-GrandaL20,
author = {Israel David Herrera{-}Granda and
Leandro Leonardo Lorente{-}Leyva and
Diego Hern{\'{a}}n Peluffo{-}Ord{\'{o}}{\~{n}}ez and
M. M. E. Alemany},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {A Forecasting Model to Predict the Demand of Roses in an Ecuadorian
Small Business Under Uncertain Scenarios},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {245--258},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_21},
doi = {10.1007/978-3-030-64580-9\_21},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/Herrera-GrandaL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Igescu20,
author = {Iulia Igescu},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {The Role of Animal Spirit in Monitoring Location Shifts with {SVM:}
Novelties Versus Outliers},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {72--82},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_8},
doi = {10.1007/978-3-030-64583-0\_8},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/Igescu20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/IommazzoDFL20,
author = {Gabriele Iommazzo and
Claudia D'Ambrosio and
Antonio Frangioni and
Leo Liberti},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {A Learning-Based Mathematical Programming Formulation for the Automatic
Configuration of Optimization Solvers},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {700--712},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_61},
doi = {10.1007/978-3-030-64583-0\_61},
timestamp = {Tue, 12 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/IommazzoDFL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/JahaniNRBT20,
author = {Majid Jahani and
MohammadReza Nazari and
Sergey Rusakov and
Albert S. Berahas and
Martin Tak{\'{a}}c},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Scaling Up Quasi-newton Algorithms: Communication Efficient Distributed
{SR1}},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {41--54},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_5},
doi = {10.1007/978-3-030-64583-0\_5},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/JahaniNRBT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/JaidanD20,
author = {David Nizar Jaidan and
Le Toan Duong},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Image Features Anonymization for Privacy Aware Machine Learning},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {663--675},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_58},
doi = {10.1007/978-3-030-64583-0\_58},
timestamp = {Tue, 12 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/JaidanD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/JammalCA20,
author = {Mahdi Jammal and
St{\'{e}}phane Canu and
Maher Abdallah},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Robust and Sparse Support Vector Machines via Mixed Integer Programming},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {572--585},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_47},
doi = {10.1007/978-3-030-64580-9\_47},
timestamp = {Tue, 12 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/JammalCA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/JammalCA20a,
author = {Mahdi Jammal and
St{\'{e}}phane Canu and
Maher Abdallah},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {{\(\mathscr{l}\)} \({}_{\mbox{1}}\) Regularized Robust and Sparse
Linear Modeling Using Discrete Optimization},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {645--661},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_53},
doi = {10.1007/978-3-030-64580-9\_53},
timestamp = {Tue, 12 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/JammalCA20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/JandaghiC20,
author = {Zahra Jandaghi and
Liming Cai},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {On Graph Learning with Neural Networks},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {516--528},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_43},
doi = {10.1007/978-3-030-64580-9\_43},
timestamp = {Tue, 12 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/JandaghiC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/KnollS20,
author = {J. E. Knoll and
Thorsten Schmidt{-}Dumont},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Reinforcement Learning for Playing WrapSlide},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {713--724},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_62},
doi = {10.1007/978-3-030-64583-0\_62},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/KnollS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Koprinkova-Hristova20,
author = {Petia D. Koprinkova{-}Hristova and
Nadejda Bocheva},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Brain-Inspired Spike Timing Model of Dynamic Visual Information Perception
and Decision Making with {STDP} and Reinforcement Learning},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {421--435},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_35},
doi = {10.1007/978-3-030-64580-9\_35},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/Koprinkova-Hristova20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/KrutzmannSBMRH20,
author = {Julia Kr{\"{u}}tzmann and
Alexander Schiendorfer and
Sergej Beratz and
Judith Moosburger{-}Will and
Wolfgang Reif and
Siegfried Horn},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Learning Controllers for Adaptive Spreading of Carbon Fiber Tows},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {65--77},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_6},
doi = {10.1007/978-3-030-64580-9\_6},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/KrutzmannSBMRH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LagosR20,
author = {Guido Lagos and
Pablo Romero},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {On the Reliability of Dynamical Stochastic Binary Systems},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {516--527},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_46},
doi = {10.1007/978-3-030-64583-0\_46},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/LagosR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LiDZZWLLX20,
author = {Huanghua Li and
Zhidong Deng and
Jianxin Zhang and
Zhen Zhang and
Xiaozhao Wang and
Yongbao Li and
Feng Li and
Lizhong Xie},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {A Deep Learning Based Fault Detection Method for Rocket Launcher Electrical
System},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {316--325},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_27},
doi = {10.1007/978-3-030-64580-9\_27},
timestamp = {Tue, 12 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/LiDZZWLLX20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LimS20,
author = {Hyaejung Lim and
Chang{-}Kyo Suh},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {The Intellectual Structure of Business Analytics: 2002-2019},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {540--550},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_48},
doi = {10.1007/978-3-030-64583-0\_48},
timestamp = {Tue, 26 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/LimS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LlacerOTVCR20,
author = {David Ll{\'{a}}cer and
Beatriz Otero and
Rub{\'{e}}n Tous and
Marisol Monterrubio Velasco and
Jos{\'{e}} Carlos Carrasco{-}Jim{\'{e}}nez and
Otilio Rojas},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Random Forest Parameterization for Earthquake Catalog Generation},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {233--243},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_22},
doi = {10.1007/978-3-030-64583-0\_22},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/LlacerOTVCR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Lorente-LeyvaAP20,
author = {Leandro Leonardo Lorente{-}Leyva and
M. M. E. Alemany and
Diego Hern{\'{a}}n Peluffo{-}Ord{\'{o}}{\~{n}}ez and
Israel David Herrera{-}Granda},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {A Comparison of Machine Learning and Classical Demand Forecasting
Methods: {A} Case Study of Ecuadorian Textile Industry},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {131--142},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_11},
doi = {10.1007/978-3-030-64580-9\_11},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/Lorente-LeyvaAP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Maciel-GuerraFT20,
author = {Alexandre Maciel{-}Guerra and
Grazziela P. Figueredo and
Jamie Twycross},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Dynamic Selection of Classifiers Applied to High-Dimensional Small-Instance
Data Sets: Problems and Challenges},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {637--649},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_56},
doi = {10.1007/978-3-030-64583-0\_56},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/Maciel-GuerraFT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/MandaranoRB20,
author = {Nicholas Mandarano and
Rommel G. Regis and
Elizabeth Bloom},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Machine Learning and Statistical Models for the Prevalence of Multiple
Sclerosis},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {559--571},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_46},
doi = {10.1007/978-3-030-64580-9\_46},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/MandaranoRB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/MarcelliL20,
author = {Elisa Marcelli and
Renato De Leone},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Multi-kernel Covariance Terms in Multi-output Support Vector Machines},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {1--11},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_1},
doi = {10.1007/978-3-030-64580-9\_1},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/MarcelliL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/MarchenkoUG20,
author = {Alexey Marchenko and
Alexey Utki{-}Otki and
Dmitry Golubev},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Efficient Text Processing via Context Triggered Piecewise Hashing
Algorithm for Spam Detection},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {448--456},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_37},
doi = {10.1007/978-3-030-64580-9\_37},
timestamp = {Tue, 12 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/MarchenkoUG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/MaseCFT20,
author = {Jimiama Mafeni Mase and
Peter Chapman and
Grazziela P. Figueredo and
Mercedes Torres Torres},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Benchmarking Deep Learning Models for Driver Distraction Detection},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {103--117},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_9},
doi = {10.1007/978-3-030-64580-9\_9},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/MaseCFT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/MattievK20,
author = {Jamolbek Mattiev and
Branko Kavsek},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {{CMAC:} Clustering Class Association Rules to Form a Compact and Meaningful
Associative Classifier},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {372--384},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_34},
doi = {10.1007/978-3-030-64583-0\_34},
timestamp = {Tue, 12 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/MattievK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Mbiydzenyuy20,
author = {Gideon Mbiydzenyuy},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Univariate Time Series Anomaly Labelling Algorithm},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {586--599},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_48},
doi = {10.1007/978-3-030-64580-9\_48},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/Mbiydzenyuy20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/MercklingCCDP20,
author = {Astrid Merckling and
Alexandre Coninx and
Loic Cressot and
St{\'{e}}phane Doncieux and
Nicolas Perrin},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {State Representation Learning from Demonstration},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {304--315},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_26},
doi = {10.1007/978-3-030-64580-9\_26},
timestamp = {Tue, 12 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/MercklingCCDP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/MisganawR20,
author = {Aynalem Tesfaye Misganaw and
Sabine Roller},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {PlattForm: Parallel Spoken Corpus of Middle West German Dialects with
Web-Based Interface},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {494--503},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_41},
doi = {10.1007/978-3-030-64580-9\_41},
timestamp = {Tue, 12 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/MisganawR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/MokhtaridoostG20,
author = {Milad Mokhtaridoost and
Mehmet G{\"{o}}nen},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Identifying Key miRNA-mRNA Regulatory Modules in Cancer Using Sparse
Multivariate Factor Regression},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {422--433},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_38},
doi = {10.1007/978-3-030-64583-0\_38},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/MokhtaridoostG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/MousaviDL20,
author = {S. Hamid Mousavi and
Jakob Drefs and
J{\"{o}}rg L{\"{u}}cke},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {A Double-Dictionary Approach Learns Component Means and Variances
for {V1} Encoding},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {240--244},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_20},
doi = {10.1007/978-3-030-64580-9\_20},
timestamp = {Tue, 12 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/MousaviDL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/NabizadehHK20,
author = {Nima Nabizadeh and
Martin Heckmann and
Dorothea Kolossa},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Target-Aware Prediction of Tool Usage in Sequential Repair Tasks},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {156--168},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_13},
doi = {10.1007/978-3-030-64580-9\_13},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/NabizadehHK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/NedelkoskiBK20,
author = {Sasho Nedelkoski and
Mihail Bogojeski and
Odej Kao},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Learning More Expressive Joint Distributions in Multimodal Variational
Methods},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {137--149},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_14},
doi = {10.1007/978-3-030-64583-0\_14},
timestamp = {Tue, 12 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/NedelkoskiBK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Nissani20,
author = {Daniel N. Nissani},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Unsupervisedly Learned Representations - Should the Quest Be Over?},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {339--349},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_29},
doi = {10.1007/978-3-030-64580-9\_29},
timestamp = {Tue, 12 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/Nissani20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/OhtaBSR20,
author = {Mayumi Ohta and
Nathaniel Berger and
Artem Sokolov and
Stefan Riezler},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Sparse Perturbations for Improved Convergence in Stochastic Zeroth-Order
Optimization},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {39--64},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_5},
doi = {10.1007/978-3-030-64580-9\_5},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/OhtaBSR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/OliveiraGB20,
author = {Maria Alexandra Oliveira and
Lu{\'{\i}}s Guimar{\~{a}}es and
Jos{\'{e}} Lu{\'{\i}}s Borges},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Understanding Production Process Productivity in the Glass Container
Industry: {A} Big Data Approach},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {227--232},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_21},
doi = {10.1007/978-3-030-64583-0\_21},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/OliveiraGB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/OrchelS20,
author = {Marcin Orchel and
Johan A. K. Suykens},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Fast Hyperparameter Tuning for Support Vector Machines with Stochastic
Gradient Descent},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {481--493},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_40},
doi = {10.1007/978-3-030-64580-9\_40},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/OrchelS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/PandeySS20,
author = {Arun Pandey and
Joachim Schreurs and
Johan A. K. Suykens},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Robust Generative Restricted Kernel Machines Using Weighted Conjugate
Feature Duality},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {613--624},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_54},
doi = {10.1007/978-3-030-64583-0\_54},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/PandeySS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/PetersH20,
author = {Florin Tim Peters and
Robin Hirt},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {A Transfer Machine Learning Matching Algorithm for Source and Target
{(TL-MAST)}},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {541--558},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_45},
doi = {10.1007/978-3-030-64580-9\_45},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/PetersH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Portera20,
author = {Filippo Portera},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {A Generalized Quadratic Loss for {SVM} and Deep Neural Networks},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {13--24},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_2},
doi = {10.1007/978-3-030-64583-0\_2},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/Portera20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/QuadriniDF20,
author = {Michela Quadrini and
Sebastian Daberdaku and
Carlo Ferrari},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Hierarchical Representation and Graph Convolutional Networks for the
Prediction of Protein-Protein Interaction Sites},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {409--420},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_34},
doi = {10.1007/978-3-030-64580-9\_34},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/QuadriniDF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/RahatW20,
author = {Alma A. M. Rahat and
Michael Wood},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {On Bayesian Search for the Feasible Space Under Computationally Expensive
Constraints},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {529--540},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_44},
doi = {10.1007/978-3-030-64580-9\_44},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/RahatW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/RahimiKB20,
author = {Adel Rahimi and
Tetiana Kodliuk and
Othman Benchekroun},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Using Hessians as a Regularization Technique},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {37--40},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_4},
doi = {10.1007/978-3-030-64583-0\_4},
timestamp = {Tue, 12 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/RahimiKB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/RajM20,
author = {Abhinav Raj and
Subhankar Mishra},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Lottery Ticket Hypothesis: Placing the k-orrect Bets},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {228--239},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_19},
doi = {10.1007/978-3-030-64580-9\_19},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/RajM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/RantonenK20,
author = {Mika Rantonen and
Joni Korpihalkola},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Prediction of Spot Prices in Nord Pool's Day-Ahead Market Using Machine
Learning and Deep Learning},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {676--687},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_59},
doi = {10.1007/978-3-030-64583-0\_59},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/RantonenK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/RapanakiPMMM20,
author = {Emmanouela Rapanaki and
Iraklis{-}Dimitrios Psychas and
Magdalene Marinaki and
Nikolaos F. Matsatsinis and
Yannis Marinakis},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {A Krill Herd Algorithm for the Multiobjective Energy Reduction Multi-Depot
Vehicle Routing Problem},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {434--447},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_39},
doi = {10.1007/978-3-030-64583-0\_39},
timestamp = {Tue, 12 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/RapanakiPMMM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Regis20,
author = {Rommel G. Regis},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {High-Dimensional Constrained Discrete Multi-objective Optimization
Using Surrogates},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {203--214},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_17},
doi = {10.1007/978-3-030-64580-9\_17},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/Regis20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/RobledoRR20,
author = {Franco Robledo and
Pablo Rodr{\'{\i}}guez{-}Bocca and
Pablo Romero},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Optimal Broadcast Strategy in Homogeneous Point-to-Point Networks},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {448--457},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_40},
doi = {10.1007/978-3-030-64583-0\_40},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/RobledoRR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SamigulinaS20,
author = {Galina A. Samigulina and
Zarina I. Samigulina},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Machine Learning for Big Data Analysis in Drug Design},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {457--469},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_38},
doi = {10.1007/978-3-030-64580-9\_38},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/SamigulinaS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SargsyanKWA20,
author = {Anahit Sargsyan and
Areg Karapetyan and
Wei Lee Woon and
Aamena Alshamsi},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Explainable {AI} as a Social Microscope: {A} Case Study on Academic
Performance},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {257--268},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_24},
doi = {10.1007/978-3-030-64583-0\_24},
timestamp = {Tue, 12 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/SargsyanKWA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SchindlerRPF20,
author = {G{\"{u}}nther Schindler and
Wolfgang Roth and
Franz Pernkopf and
Holger Fr{\"{o}}ning},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Parameterized Structured Pruning for Deep Neural Networks},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {16--27},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_3},
doi = {10.1007/978-3-030-64580-9\_3},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/SchindlerRPF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SelitskayaSC20,
author = {Natalya Selitskaya and
Stanislaw Sielicki and
Nikolaos Christou},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Challenges in Real-Life Face Recognition with Heavy Makeup and Occlusions
Using Deep Learning Algorithms},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {600--611},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_49},
doi = {10.1007/978-3-030-64580-9\_49},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/SelitskayaSC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SherwaniZBSC20,
author = {Moiz Khan Sherwani and
Paolo Zaffino and
Pierangela Bruno and
Maria Francesca Spadea and
Francesco Calimeri},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Evaluating the Impact of Training Loss on {MR} to Synthetic {CT} Conversion},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {563--573},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_50},
doi = {10.1007/978-3-030-64583-0\_50},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/SherwaniZBSC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SilvaC20,
author = {Stefan Silva and
Jos{\'{e}} Crispim},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {An Application of Machine Learning to Study Utilities Expenses in
the Brazilian Navy},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {60--71},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_7},
doi = {10.1007/978-3-030-64583-0\_7},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/SilvaC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SlowikLN20,
author = {Ondrej Slowik and
David Lehk{\'{y}} and
Drahom{\'{\i}}r Nov{\'{a}}k},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Combinatorial Reliability-Based Optimization of Nonlinear Finite Element
Model Using an Artificial Neural Network-Based Approximation},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {359--371},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_33},
doi = {10.1007/978-3-030-64583-0\_33},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/SlowikLN20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SmithDM20,
author = {Cole Smith and
Andrii Dobroshynskyi and
Suzanne McIntosh},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Quantifying Local Energy Demand Through Pollution Analysis},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {504--515},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_42},
doi = {10.1007/978-3-030-64580-9\_42},
timestamp = {Sun, 03 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/SmithDM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SolovievTS20,
author = {Vladimir Soloviev and
Nikita Titov and
Elena Smirnova},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Coking Coal Railway Transportation Forecasting Using Ensembles of
ElasticNet, LightGBM, and Facebook Prophet},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {181--190},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_15},
doi = {10.1007/978-3-030-64580-9\_15},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/SolovievTS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SpiekerG20,
author = {Helge Spieker and
Arnaud Gotlieb},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Learning Objective Boundaries for Constraint Optimization Problems},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {394--408},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_33},
doi = {10.1007/978-3-030-64580-9\_33},
timestamp = {Tue, 12 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/SpiekerG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/StoffiCG20,
author = {Falco J. Bargagli Stoffi and
Gustavo Cevolani and
Giorgio Gnecco},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Should Simplicity Be Always Preferred to Complexity in Supervised
Machine Learning?},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {55--59},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_6},
doi = {10.1007/978-3-030-64583-0\_6},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/StoffiCG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/StojanovPJTKE20,
author = {Riste Stojanov and
Gorjan Popovski and
Nasi Jofce and
Dimitar Trajanov and
Barbara Korousic{-}Seljak and
Tome Eftimov},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {FoodViz: Visualization of Food Entities Linked Across Different Standards},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {28--38},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_4},
doi = {10.1007/978-3-030-64580-9\_4},
timestamp = {Tue, 12 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/StojanovPJTKE20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/TabatabaeiKH20,
author = {Seyed Amin Tabatabaei and
Jan Klein and
Mark Hoogendoorn},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Estimating the F\({}_{\mbox{1}}\) Score for Learning from Positive
and Unlabeled Examples},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {150--161},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_15},
doi = {10.1007/978-3-030-64583-0\_15},
timestamp = {Tue, 12 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/TabatabaeiKH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/TracolliBPS20,
author = {Mirco Tracolli and
Marco Baioletti and
Valentina Poggioni and
Daniele Spiga},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Caching Suggestions Using Reinforcement Learning},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
pages = {650--662},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0\_57},
doi = {10.1007/978-3-030-64583-0\_57},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/TracolliBPS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/VadilloSL20,
author = {Jon Vadillo and
Roberto Santana and
Jos{\'{e}} Antonio Lozano},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Exploring Gaps in DeepFool in Search of More Effective Adversarial
Perturbations},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {215--227},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_18},
doi = {10.1007/978-3-030-64580-9\_18},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/VadilloSL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/WangD20,
author = {Harry Wang and
Brian T. Denton},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Pareto-Weighted-Sum-Tuning: Learning-to-Rank for Pareto Optimization
Problems},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {470--480},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_39},
doi = {10.1007/978-3-030-64580-9\_39},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/WangD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/WilliamsTSSM20,
author = {Jake Williams and
Abel Tadesse and
Tyler Sam and
Huey Sun and
George D. Monta{\~{n}}ez},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Limits of Transfer Learning},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {382--393},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_32},
doi = {10.1007/978-3-030-64580-9\_32},
timestamp = {Tue, 12 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/WilliamsTSSM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/YegenogluKPH20,
author = {Alper Yegenoglu and
Kai Krajsek and
Sandra D{\'{\i}}az{-}Pier and
Michael Herty},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Ensemble Kalman Filter Optimizing Deep Neural Networks: An Alternative
Approach to Non-performing Gradient Descent},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {78--92},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_7},
doi = {10.1007/978-3-030-64580-9\_7},
timestamp = {Fri, 04 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/YegenogluKPH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ZontaHRT20,
author = {Alessandro Zonta and
Ali el Hassouni and
David W. Romero and
Jakub M. Tomczak},
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Generative Fourier-Based Auto-encoders: Preliminary Results},
booktitle = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
pages = {12--15},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9\_2},
doi = {10.1007/978-3-030-64580-9\_2},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/ZontaHRT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/mod/2020-1,
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12565},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64583-0},
doi = {10.1007/978-3-030-64583-0},
isbn = {978-3-030-64582-3},
timestamp = {Mon, 07 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/2020-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/mod/2020-2,
editor = {Giuseppe Nicosia and
Varun Ojha and
Emanuele La Malfa and
Giorgio Jansen and
Vincenzo Sciacca and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Machine Learning, Optimization, and Data Science - 6th International
Conference, {LOD} 2020, Siena, Italy, July 19-23, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12566},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64580-9},
doi = {10.1007/978-3-030-64580-9},
isbn = {978-3-030-64579-3},
timestamp = {Mon, 07 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/2020-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/AgrawalK19,
author = {Rishabh Agrawal and
Paridhi Kothari},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {CoPASample: {A} Heuristics Based Covariance Preserving Data Augmentation},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {308--320},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_26},
doi = {10.1007/978-3-030-37599-7\_26},
timestamp = {Wed, 15 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/AgrawalK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/AlmulhimDH19,
author = {Aljohara Almulhim and
Vachik S. Dave and
Mohammad Al Hasan},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {Network Alignment Using Graphlet Signature and High Order Proximity},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {130--142},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_12},
doi = {10.1007/978-3-030-37599-7\_12},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/AlmulhimDH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/AngeloKB19,
author = {Jaqueline S. Angelo and
Eduardo Krempser and
Helio J. C. Barbosa},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {Performance Evaluation of Local Surrogate Models in Bilevel Optimization},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {347--359},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_29},
doi = {10.1007/978-3-030-37599-7\_29},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/AngeloKB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/AritakeM19,
author = {Toshimitsu Aritake and
Noboru Murata},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {Learning Scale and Shift-Invariant Dictionary for Sparse Representation},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {472--483},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_39},
doi = {10.1007/978-3-030-37599-7\_39},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/AritakeM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Asperti19,
author = {Andrea Asperti},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {About Generative Aspects of Variational Autoencoders},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {71--82},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_7},
doi = {10.1007/978-3-030-37599-7\_7},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/Asperti19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BeaumontA19,
author = {A. J. Beaumont and
T. Al{-}Shaghdari},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {To What Extent Can Text Classification Help with Making Inferences
About Students' Understanding},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {372--383},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_31},
doi = {10.1007/978-3-030-37599-7\_31},
timestamp = {Wed, 15 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/BeaumontA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Berglund19,
author = {Erik Berglund},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {Modelling Chaotic Time Series Using Recursive Deep Self-organising
Neural Networks},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {667--675},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_55},
doi = {10.1007/978-3-030-37599-7\_55},
timestamp = {Fri, 10 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/Berglund19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BianchiCTF19,
author = {Federico Bianchi and
Alberto Castellini and
Pietro Tarocco and
Alessandro Farinelli},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {Load Forecasting in District Heating Networks: Model Comparison on
a Real-World Case Study},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {553--565},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_46},
doi = {10.1007/978-3-030-37599-7\_46},
timestamp = {Mon, 09 Dec 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/BianchiCTF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Blasi19,
author = {Stefano De Blasi},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {Active Learning Approach for Safe Process Parameter Tuning},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {689--699},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_57},
doi = {10.1007/978-3-030-37599-7\_57},
timestamp = {Wed, 15 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/Blasi19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Bontempi19,
author = {Gianluca Bontempi},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {The Induction Problem: {A} Machine Learning Vindication Argument},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {232--243},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_20},
doi = {10.1007/978-3-030-37599-7\_20},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/Bontempi19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ChretienH19,
author = {St{\'{e}}phane Chr{\'{e}}tien and
Zhen{-}Wai Olivier Ho},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {Incoherent Submatrix Selection via Approximate Independence Sets in
Scalar Product Graphs},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {95--105},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_9},
doi = {10.1007/978-3-030-37599-7\_9},
timestamp = {Wed, 15 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/ChretienH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ChughRP19,
author = {Tinkle Chugh and
Alma A. M. Rahat and
Pramudita Satria Palar},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {Trading-off Data Fit and Complexity in Training Gaussian Processes
with Multiple Kernels},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {579--591},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_48},
doi = {10.1007/978-3-030-37599-7\_48},
timestamp = {Tue, 12 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/ChughRP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ClemenconV19,
author = {St{\'{e}}phan Cl{\'{e}}men{\c{c}}on and
Robin Vogel},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {On Tree-Based Methods for Similarity Learning},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {676--688},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_56},
doi = {10.1007/978-3-030-37599-7\_56},
timestamp = {Fri, 10 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/ClemenconV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/DelgadoNYL19,
author = {Rosario Delgado and
J. David N{\'{u}}{\~{n}}ez{-}Gonz{\'{a}}lez and
J. Carlos Y{\'{e}}benes and
{\'{A}}ngel Lavado},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {Vital Prognosis of Patients in Intensive Care Units Using an Ensemble
of Bayesian Classifiers},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {619--630},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_51},
doi = {10.1007/978-3-030-37599-7\_51},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/DelgadoNYL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/DjukanovicR019,
author = {Marko Djukanovic and
G{\"{u}}nther R. Raidl and
Christian Blum},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {A Beam Search for the Longest Common Subsequence Problem Guided by
a Novel Approximate Expected Length Calculation},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {154--167},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_14},
doi = {10.1007/978-3-030-37599-7\_14},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/DjukanovicR019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/DyankovRFN19,
author = {Deyan Dyankov and
Salvatore Danilo Riccio and
Giuseppe Di Fatta and
Giuseppe Nicosia},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {Multi-task Learning by Pareto Optimality},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {605--618},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_50},
doi = {10.1007/978-3-030-37599-7\_50},
timestamp = {Fri, 10 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/DyankovRFN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/FabrisF19,
author = {Fabio Fabris and
Alex Alves Freitas},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {Analysing the Overfit of the Auto-sklearn Automated Machine Learning
Tool},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {508--520},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_42},
doi = {10.1007/978-3-030-37599-7\_42},
timestamp = {Fri, 10 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/FabrisF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/FrohnerR19,
author = {Nikolaus Frohner and
G{\"{u}}nther R. Raidl},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {Merging Quality Estimation for Binary Decision Diagrams with Binary
Classifiers},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {445--457},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_37},
doi = {10.1007/978-3-030-37599-7\_37},
timestamp = {Fri, 10 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/FrohnerR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/GajekSR19,
author = {Carola Gajek and
Alexander Schiendorfer and
Wolfgang Reif},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {A Chained Neural Network Model for Photovoltaic Power Forecast},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {566--578},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_47},
doi = {10.1007/978-3-030-37599-7\_47},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/GajekSR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/GeitleO19,
author = {Marius Geitle and
Roland Olsson},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {A New Baseline for Automated Hyper-Parameter Optimization},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {521--530},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_43},
doi = {10.1007/978-3-030-37599-7\_43},
timestamp = {Thu, 04 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/GeitleO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/GeorgeXM19,
author = {Clint P. George and
Wei Xia and
George Michailidis},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {Analyses of Multi-collection Corpora via Compound Topic Modeling},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {205--218},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_18},
doi = {10.1007/978-3-030-37599-7\_18},
timestamp = {Wed, 15 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/GeorgeXM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/GhidiniPS19,
author = {Valentina Ghidini and
Alan Perotti and
Rossano Schifanella},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {Quantitative and Ontology-Based Comparison of Explanations for Image
Classification},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {58--70},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_6},
doi = {10.1007/978-3-030-37599-7\_6},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/GhidiniPS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Gilboa-Freedman19,
author = {Gail Gilboa{-}Freedman and
Alon Patelsky and
Tal Sheldon},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {{LIA:} {A} Label-Independent Algorithm for Feature Selection for Supervised
Learning},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {106--117},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_10},
doi = {10.1007/978-3-030-37599-7\_10},
timestamp = {Wed, 15 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/Gilboa-Freedman19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/GneccoN19,
author = {Giorgio Gnecco and
Federico Nutarelli},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {Optimal Trade-Off Between Sample Size and Precision of Supervision
for the Fixed Effects Panel Data Model},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {531--542},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_44},
doi = {10.1007/978-3-030-37599-7\_44},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/GneccoN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/GriewankR19,
author = {Andreas Griewank and
Angel Rojas},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {Treating Artificial Neural Net Training as a Nonsmooth Global Optimization
Problem},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {759--770},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_64},
doi = {10.1007/978-3-030-37599-7\_64},
timestamp = {Wed, 15 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/GriewankR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Gurung19,
author = {Ram B. Gurung},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {Adapted Random Survival Forest for Histograms to Analyze NOx Sensor
Failure in Heavy Trucks},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {83--94},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_8},
doi = {10.1007/978-3-030-37599-7\_8},
timestamp = {Fri, 10 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/Gurung19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/HaiderWSH19,
author = {Abbas Haider and
Hui Wang and
Bryan W. Scotney and
Glenn I. Hawe},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {Effect of Market Spread Over Reinforcement Learning Based Market Maker},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {143--153},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_13},
doi = {10.1007/978-3-030-37599-7\_13},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/HaiderWSH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/JabbarBLM19,
author = {Eva Jabbar and
Philippe C. Besse and
Jean{-}Michel Loubes and
Christophe Merle},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {Conditional Anomaly Detection for Quality and Productivity Improvement
of Electronics Manufacturing Systems},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {711--724},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_59},
doi = {10.1007/978-3-030-37599-7\_59},
timestamp = {Fri, 10 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/JabbarBLM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/JaidanCCP19,
author = {David Nizar Jaidan and
Maxime Carrere and
Zakaria Chemli and
R{\'{e}}mi Poisvert},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {Data Anonymization for Privacy Aware Machine Learning},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {725--737},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_60},
doi = {10.1007/978-3-030-37599-7\_60},
timestamp = {Fri, 10 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/JaidanCCP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/JatschkaRR19,
author = {Thomas Jatschka and
Tobias Rodemann and
G{\"{u}}nther R. Raidl},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {Exploiting Similar Behavior of Users in a Cooperative Optimization
Approach for Distributing Service Points in Mobility Applications},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {738--750},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_61},
doi = {10.1007/978-3-030-37599-7\_61},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/JatschkaRR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/KlopotekK19,
author = {Robert A. Klopotek and
Mieczyslaw A. Klopotek},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {On Probabilistic k-Richness of the k-Means Algorithms},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {259--271},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_22},
doi = {10.1007/978-3-030-37599-7\_22},
timestamp = {Wed, 15 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/KlopotekK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/KouchakG19,
author = {Shokoufeh Monjezi Kouchak and
Ashraf Gaffar},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {Driver Distraction Detection Using Deep Neural Network},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {13--23},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_2},
doi = {10.1007/978-3-030-37599-7\_2},
timestamp = {Wed, 15 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/KouchakG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LimaBB19,
author = {Leandro S. Lima and
Heder S. Bernardino and
Helio J. C. Barbosa},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {Designing Combinational Circuits Using a Multi-objective Cartesian
Genetic Programming with Adaptive Population Size},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {592--604},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_49},
doi = {10.1007/978-3-030-37599-7\_49},
timestamp = {Fri, 10 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/LimaBB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LohrmannL19,
author = {Christoph Lohrmann and
Pasi Luukka},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {Using Clustering for Supervised Feature Selection to Detect Relevant
Features},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {272--283},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_23},
doi = {10.1007/978-3-030-37599-7\_23},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/LohrmannL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LopesVCV19,
author = {Marta B. Lopes and
Andr{\'{e}} Ver{\'{\i}}ssimo and
Eunice Carrasquinha and
Susana Vinga},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {On the Role of Hub and Orphan Genes in the Diagnosis of Breast Invasive
Carcinoma},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {631--642},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_52},
doi = {10.1007/978-3-030-37599-7\_52},
timestamp = {Tue, 16 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/LopesVCV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/MarinakisM19,
author = {Yannis Marinakis and
Magdalene Marinaki},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {An Adaptive Parameter Free Particle Swarm Optimization Algorithm for
the Permutation Flowshop Scheduling Problem},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {168--179},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_15},
doi = {10.1007/978-3-030-37599-7\_15},
timestamp = {Fri, 10 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/MarinakisM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/MattievK19,
author = {Jamolbek Mattiev and
Branko Kavsek},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {Simple and Accurate Classification Method Based on Class Association
Rules Performs Well on Well-Known Datasets},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {192--204},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_17},
doi = {10.1007/978-3-030-37599-7\_17},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/MattievK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/MayrRG19,
author = {Cristina Mayr and
Claudio E. Risso and
Eduardo Gramp{\'{\i}}n},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {Designing an Optimal and Resilient iBGP Overlay with Extended {ORRTD}},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {409--421},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_34},
doi = {10.1007/978-3-030-37599-7\_34},
timestamp = {Wed, 15 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/MayrRG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/MazziaTCG19,
author = {Vittorio Mazzia and
Angelo Tartaglia and
Marcello Chiaberge and
Dario Gandini},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {Deep Learning Algorithms for Complex Pattern Recognition in Ultrasonic
Sensors Arrays},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {24--35},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_3},
doi = {10.1007/978-3-030-37599-7\_3},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/MazziaTCG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/McEwanN19,
author = {Dave McEwan and
Jos{\'{e}} L. N{\'{u}}{\~{n}}ez{-}Y{\'{a}}{\~{n}}ez},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {Relationship Estimation Metrics for Binary SoC Data},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {118--129},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_11},
doi = {10.1007/978-3-030-37599-7\_11},
timestamp = {Wed, 15 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/McEwanN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Mikheev19,
author = {Yuriy Mikheev},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {The Measure of Regular Relations Recognition Applied to the Supervised
Classification Task},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {180--191},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_16},
doi = {10.1007/978-3-030-37599-7\_16},
timestamp = {Wed, 15 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/Mikheev19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Misir19,
author = {Mustafa Misir},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {Active Matrix Completion for Algorithm Selection},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {321--334},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_27},
doi = {10.1007/978-3-030-37599-7\_27},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/Misir19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/MoraesBZ19,
author = {Rafael M. Moraes and
Anasse Bari and
Jiachen Zhu},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {Restaurant Health Inspections and Crime Statistics Predict the Real
Estate Market in New York City},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {543--552},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_45},
doi = {10.1007/978-3-030-37599-7\_45},
timestamp = {Fri, 10 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/MoraesBZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/MusGTOCLAR19,
author = {Sergi Mus and
Norma Guti{\'{e}}rrez and
Rub{\'{e}}n Tous and
Beatriz Otero and
Leonel Cruz and
David Ll{\'{a}}cer and
Leonardo Alvarado and
Otilio Rojas},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {Long Short-Term Memory Networks for Earthquake Detection in Venezuelan
Regions},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {751--754},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_62},
doi = {10.1007/978-3-030-37599-7\_62},
timestamp = {Fri, 10 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/MusGTOCLAR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/PovedaT19,
author = {Jonatan Poveda and
Rub{\'{e}}n Tous},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {Zero-Shot Fashion Products Clustering on Social Image Streams},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {755--758},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_63},
doi = {10.1007/978-3-030-37599-7\_63},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/PovedaT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/PrataRFN19,
author = {David N. Prata and
Marcelo L. Rocha and
Leandro O. Ferreira and
Rog{\'{e}}rio Nogueira},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {Geospatial Dimension in Association Rule Mining: The Case Study of
the Amazon Charcoal Tree},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {244--258},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_21},
doi = {10.1007/978-3-030-37599-7\_21},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/PrataRFN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ReizingerG19,
author = {Patrik Reizinger and
B{\'{a}}lint Gyires{-}T{\'{o}}th},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {Stochastic Weight Matrix-Based Regularization Methods for Deep Neural
Networks},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {45--57},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_5},
doi = {10.1007/978-3-030-37599-7\_5},
timestamp = {Wed, 15 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/ReizingerG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/RelaRR19,
author = {Guillermo Rela and
Franco Robledo and
Pablo Romero},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {Uniformly Most-Reliable Graphs and Antiholes},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {434--444},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_36},
doi = {10.1007/978-3-030-37599-7\_36},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/RelaRR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/RosenstockPRRR19,
author = {Nicole Rosenstock and
Juan Piccini and
Guillermo Rela and
Franco Robledo and
Pablo Romero},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {{GRASP} Heuristics for the Stochastic Weighted Graph Fragmentation
Problem},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {422--433},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_35},
doi = {10.1007/978-3-030-37599-7\_35},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/RosenstockPRRR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Runarsson19,
author = {Thomas Philip Runarsson},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {Approximating Probabilistic Constraints for Surgery Scheduling Using
Neural Networks},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {643--654},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_53},
doi = {10.1007/978-3-030-37599-7\_53},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/Runarsson19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Sadeghi19,
author = {Zahra Sadeghi},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {An Information Analysis Approach into Feature Understanding of Convolutional
Deep Neural Networks},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {36--44},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_4},
doi = {10.1007/978-3-030-37599-7\_4},
timestamp = {Fri, 10 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/Sadeghi19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SartorMB19,
author = {Giorgio Sartor and
Carlo Mannino and
Lukas Bach},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {Combinatorial Learning in Traffic Management},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {384--395},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_32},
doi = {10.1007/978-3-030-37599-7\_32},
timestamp = {Fri, 10 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/SartorMB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Shenmaier19,
author = {Vladimir Shenmaier},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {A Structural Theorem for Center-Based Clustering in High-Dimensional
Euclidean Space},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {284--295},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_24},
doi = {10.1007/978-3-030-37599-7\_24},
timestamp = {Fri, 10 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/Shenmaier19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SilvaSB19,
author = {Jos{\'{e}} Eduardo Henriques da Silva and
Lucas Augusto M{\"{u}}ller de Souza and
Heder Soares Bernardino},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {Cartesian Genetic Programming with Guided and Single Active Mutations
for Designing Combinational Logic Circuits},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {396--408},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_33},
doi = {10.1007/978-3-030-37599-7\_33},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/SilvaSB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SjobergGKJ19,
author = {Anders Sj{\"{o}}berg and
Emil Gustavsson and
Ashok Chaitanya Koppisetty and
Mats Jirstrand},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {Federated Learning of Deep Neural Decision Forests},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {700--710},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_58},
doi = {10.1007/978-3-030-37599-7\_58},
timestamp = {Fri, 10 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/SjobergGKJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SobhaniCJB19,
author = {Elaheh Sobhani and
Pierre Comon and
Christian Jutten and
Massoud Babaie{-}Zadeh},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {Text Mining with Constrained Tensor Decomposition},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {219--231},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_19},
doi = {10.1007/978-3-030-37599-7\_19},
timestamp = {Wed, 15 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/SobhaniCJB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/StepanovaMSF19,
author = {Anastasia Stepanova and
Sergei V. Mironov and
Sergei P. Sidorov and
Alexey Faizliev},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {Modification of the k-MXT Algorithm and Its Application to the Geotagged
Data Clustering},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {296--307},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_25},
doi = {10.1007/978-3-030-37599-7\_25},
timestamp = {Tue, 16 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/StepanovaMSF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Tao19,
author = {Sean Tao},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {Deep Neural Network Ensembles},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {1--12},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_1},
doi = {10.1007/978-3-030-37599-7\_1},
timestamp = {Wed, 15 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/Tao19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Tavory19,
author = {Ami Tavory},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {Determining Principal Component Cardinality Through the Principle
of Minimum Description Length},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {655--666},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_54},
doi = {10.1007/978-3-030-37599-7\_54},
timestamp = {Wed, 15 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/Tavory19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Vassilev19,
author = {Apostol Vassilev},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {BowTie - {A} Deep Learning Feedforward Neural Network for Sentiment
Analysis},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {360--371},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_30},
doi = {10.1007/978-3-030-37599-7\_30},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/Vassilev19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/WangM19,
author = {Pei{-}Li Wang and
George Michailidis},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {Directed Acyclic Graph Reconstruction Leveraging Prior Partial Ordering
Information},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {458--471},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_38},
doi = {10.1007/978-3-030-37599-7\_38},
timestamp = {Wed, 15 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/WangM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/XieLXM19,
author = {Hong{-}Bo Xie and
Caoyuan Li and
Richard Yi Da Xu and
Kerrie L. Mengersen},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {Robust Kernelized Bayesian Matrix Factorization for Video Background/Foreground
Separation},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {484--495},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_40},
doi = {10.1007/978-3-030-37599-7\_40},
timestamp = {Wed, 15 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/XieLXM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/YehL19,
author = {Li{-}Chia Yeh and
Chung{-}Chin Lu},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {Parameter Optimization of Polynomial Kernel {SVM} from miniCV},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {496--507},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_41},
doi = {10.1007/978-3-030-37599-7\_41},
timestamp = {Wed, 15 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/YehL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ZabinskyPH19,
author = {Zelda B. Zabinsky and
Giulia Pedrielli and
Hao Huang},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {A Framework for Multi-fidelity Modeling in Global Optimization Approaches},
booktitle = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
pages = {335--346},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7\_28},
doi = {10.1007/978-3-030-37599-7\_28},
timestamp = {Wed, 24 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/ZabinskyPH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/mod/2018,
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton and
Vincenzo Sciacca},
title = {Machine Learning, Optimization, and Data Science - 4th International
Conference, {LOD} 2018, Volterra, Italy, September 13-16, 2018, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11331},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-13709-0},
doi = {10.1007/978-3-030-13709-0},
isbn = {978-3-030-13708-3},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/2018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/mod/2019,
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Renato Umeton and
Giovanni Giuffrida and
Vincenzo Sciacca},
title = {Machine Learning, Optimization, and Data Science - 5th International
Conference, {LOD} 2019, Siena, Italy, September 10-13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11943},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-37599-7},
doi = {10.1007/978-3-030-37599-7},
isbn = {978-3-030-37598-0},
timestamp = {Fri, 10 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/AlmulhimTT18,
author = {Fatimah A. Almulhim and
Peter A. Thwaites and
Charles C. Taylor},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton and
Vincenzo Sciacca},
title = {A New Approach to Measuring Distances in Dense Graphs},
booktitle = {Machine Learning, Optimization, and Data Science - 4th International
Conference, {LOD} 2018, Volterra, Italy, September 13-16, 2018, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11331},
pages = {204--216},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13709-0\_17},
doi = {10.1007/978-3-030-13709-0\_17},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/AlmulhimTT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/AspertiCS18,
author = {Andrea Asperti and
Daniele Cortesi and
Francesco Sovrano},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton and
Vincenzo Sciacca},
title = {Crawling in Rogue's Dungeons with (Partitioned) {A3C}},
booktitle = {Machine Learning, Optimization, and Data Science - 4th International
Conference, {LOD} 2018, Volterra, Italy, September 13-16, 2018, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11331},
pages = {264--275},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13709-0\_22},
doi = {10.1007/978-3-030-13709-0\_22},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/AspertiCS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BourelCRRS18,
author = {Mathias Bourel and
Eduardo A. Canale and
Franco Robledo and
Pablo Romero and
Luis St{\'{a}}bile},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton and
Vincenzo Sciacca},
title = {A {GRASP/VND} Heuristic for the Max Cut-Clique Problem},
booktitle = {Machine Learning, Optimization, and Data Science - 4th International
Conference, {LOD} 2018, Volterra, Italy, September 13-16, 2018, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11331},
pages = {357--367},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13709-0\_30},
doi = {10.1007/978-3-030-13709-0\_30},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/BourelCRRS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BrunoCM18,
author = {Pierangela Bruno and
Francesco Calimeri and
Aldo Marzullo},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton and
Vincenzo Sciacca},
title = {Classification and Survival Prediction in Diffuse Large B-Cell Lymphoma
by Gene Expression Profiling},
booktitle = {Machine Learning, Optimization, and Data Science - 4th International
Conference, {LOD} 2018, Volterra, Italy, September 13-16, 2018, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11331},
pages = {166--178},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13709-0\_14},
doi = {10.1007/978-3-030-13709-0\_14},
timestamp = {Wed, 27 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/BrunoCM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/CarrasquinhaVLV18,
author = {Eunice Carrasquinha and
Andr{\'{e}} Ver{\'{\i}}ssimo and
Marta B. Lopes and
Susana Vinga},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton and
Vincenzo Sciacca},
title = {Variable Selection and Outlier Detection in Regularized Survival Models:
Application to Melanoma Gene Expression Data},
booktitle = {Machine Learning, Optimization, and Data Science - 4th International
Conference, {LOD} 2018, Volterra, Italy, September 13-16, 2018, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11331},
pages = {431--440},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13709-0\_36},
doi = {10.1007/978-3-030-13709-0\_36},
timestamp = {Wed, 27 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/CarrasquinhaVLV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/CastelliniF18,
author = {Alberto Castellini and
Giuditta Franco},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton and
Vincenzo Sciacca},
title = {Bayesian Clustering of Multivariate Immunological Data},
booktitle = {Machine Learning, Optimization, and Data Science - 4th International
Conference, {LOD} 2018, Volterra, Italy, September 13-16, 2018, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11331},
pages = {506--519},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13709-0\_43},
doi = {10.1007/978-3-030-13709-0\_43},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/CastelliniF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ChretienGH18,
author = {St{\'{e}}phane Chr{\'{e}}tien and
Christophe Guyeux and
Zhen{-}Wai Olivier Ho},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton and
Vincenzo Sciacca},
title = {Average Performance Analysis of the Stochastic Gradient Method for
Online {PCA}},
booktitle = {Machine Learning, Optimization, and Data Science - 4th International
Conference, {LOD} 2018, Volterra, Italy, September 13-16, 2018, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11331},
pages = {231--242},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13709-0\_19},
doi = {10.1007/978-3-030-13709-0\_19},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/ChretienGH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ClaroPPP18,
author = {Rui Claro and
Jos{\'{e}} Port{\^{e}}lo and
Miguel L. Pardal and
Raquel Pinho},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton and
Vincenzo Sciacca},
title = {Big Data Privacy by Design Computation Platform},
booktitle = {Machine Learning, Optimization, and Data Science - 4th International
Conference, {LOD} 2018, Volterra, Italy, September 13-16, 2018, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11331},
pages = {394--405},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13709-0\_33},
doi = {10.1007/978-3-030-13709-0\_33},
timestamp = {Wed, 27 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/ClaroPPP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ConsoliHVKMH18,
author = {Sergio Consoli and
Monique Hendriks and
Pieter C. Vos and
Jacek Kustra and
Dimitrios Mavroeidis and
Ralf Hoffmann},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton and
Vincenzo Sciacca},
title = {Improving Clinical Subjects Clustering by Learning and Optimizing
Feature Weights},
booktitle = {Machine Learning, Optimization, and Data Science - 4th International
Conference, {LOD} 2018, Volterra, Italy, September 13-16, 2018, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11331},
pages = {305--316},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13709-0\_26},
doi = {10.1007/978-3-030-13709-0\_26},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/ConsoliHVKMH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/DAgostinoSCD18,
author = {Danny D'Agostino and
Andrea Serani and
Emilio Fortunato Campana and
Matteo Diez},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton and
Vincenzo Sciacca},
title = {Augmented Design-Space Exploration by Nonlinear Dimensionality Reduction
Methods},
booktitle = {Machine Learning, Optimization, and Data Science - 4th International
Conference, {LOD} 2018, Volterra, Italy, September 13-16, 2018, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11331},
pages = {154--165},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13709-0\_13},
doi = {10.1007/978-3-030-13709-0\_13},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/DAgostinoSCD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/DecherchiC18,
author = {Sergio Decherchi and
Andrea Cavalli},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton and
Vincenzo Sciacca},
title = {Simple Learning with a Teacher via Biased Regularized Least Squares},
booktitle = {Machine Learning, Optimization, and Data Science - 4th International
Conference, {LOD} 2018, Volterra, Italy, September 13-16, 2018, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11331},
pages = {14--25},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13709-0\_2},
doi = {10.1007/978-3-030-13709-0\_2},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/DecherchiC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/DuqueAD18,
author = {Robinson Duque and
Alejandro Arbelaez and
Juan Francisco D{\'{\i}}az},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton and
Vincenzo Sciacca},
title = {Processing Online {SAT} Instances with Waiting Time Constraints and
Completion Weights},
booktitle = {Machine Learning, Optimization, and Data Science - 4th International
Conference, {LOD} 2018, Volterra, Italy, September 13-16, 2018, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11331},
pages = {418--430},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13709-0\_35},
doi = {10.1007/978-3-030-13709-0\_35},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/DuqueAD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/FeliotBV18,
author = {Paul Feliot and
Julien Bect and
Emmanuel V{\'{a}}zquez},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton and
Vincenzo Sciacca},
title = {User Preferences in Bayesian Multi-objective Optimization: The Expected
Weighted Hypervolume Improvement Criterion},
booktitle = {Machine Learning, Optimization, and Data Science - 4th International
Conference, {LOD} 2018, Volterra, Italy, September 13-16, 2018, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11331},
pages = {533--544},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13709-0\_45},
doi = {10.1007/978-3-030-13709-0\_45},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/FeliotBV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Gabriel-Arguelles18,
author = {Jos{\'{e}} Rigoberto Gabriel{-}Arg{\"{u}}elles and
Martha Lorena Avenda{\~{n}}o{-}Garrido and
Luis Antonio Montero and
Juan Gonz{\'{a}}lez{-}Hern{\'{a}}ndez},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton and
Vincenzo Sciacca},
title = {Strong Duality of the Kantorovich-Rubinstein Mass Transshipment Problem
in Metric Spaces},
booktitle = {Machine Learning, Optimization, and Data Science - 4th International
Conference, {LOD} 2018, Volterra, Italy, September 13-16, 2018, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11331},
pages = {282--292},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13709-0\_24},
doi = {10.1007/978-3-030-13709-0\_24},
timestamp = {Wed, 27 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/Gabriel-Arguelles18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/GergelGI18,
author = {Victor Gergel and
Vladimir A. Grishagin and
Ruslan Israfilov},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton and
Vincenzo Sciacca},
title = {Adaptive Dimensionality Reduction in Multiobjective Optimization with
Multiextremal Criteria},
booktitle = {Machine Learning, Optimization, and Data Science - 4th International
Conference, {LOD} 2018, Volterra, Italy, September 13-16, 2018, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11331},
pages = {129--140},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13709-0\_11},
doi = {10.1007/978-3-030-13709-0\_11},
timestamp = {Wed, 27 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/GergelGI18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/GlasmachersQ18,
author = {Tobias Glasmachers and
Sahar Qaadan},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton and
Vincenzo Sciacca},
title = {Speeding Up Budgeted Stochastic Gradient Descent {SVM} Training with
Precomputed Golden Section Search},
booktitle = {Machine Learning, Optimization, and Data Science - 4th International
Conference, {LOD} 2018, Volterra, Italy, September 13-16, 2018, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11331},
pages = {329--340},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13709-0\_28},
doi = {10.1007/978-3-030-13709-0\_28},
timestamp = {Mon, 18 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/GlasmachersQ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/HakanenMOE18,
author = {Jussi Hakanen and
Jose Malmberg and
Vesa Ojalehto and
Kyle Eyvindson},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton and
Vincenzo Sciacca},
title = {Data-Driven Interactive Multiobjective Optimization Using a Cluster-Based
Surrogate in a Discrete Decision Space},
booktitle = {Machine Learning, Optimization, and Data Science - 4th International
Conference, {LOD} 2018, Volterra, Italy, September 13-16, 2018, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11331},
pages = {104--115},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13709-0\_9},
doi = {10.1007/978-3-030-13709-0\_9},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/HakanenMOE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/HeCFC18,
author = {Jia He and
Maggie X. Cheng and
Yixin Fang and
Mariesa L. Crow},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton and
Vincenzo Sciacca},
title = {A Machine Learning Approach for Line Outage Identification in Power
Systems},
booktitle = {Machine Learning, Optimization, and Data Science - 4th International
Conference, {LOD} 2018, Volterra, Italy, September 13-16, 2018, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11331},
pages = {482--493},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13709-0\_41},
doi = {10.1007/978-3-030-13709-0\_41},
timestamp = {Mon, 16 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/HeCFC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/JabbarBLRMD18,
author = {Eva Jabbar and
Philippe C. Besse and
Jean{-}Michel Loubes and
Nathalie Barbosa Roa and
Christophe Merle and
R{\'{e}}mi Dettai},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton and
Vincenzo Sciacca},
title = {Supervised Learning Approach for Surface-Mount Device Production},
booktitle = {Machine Learning, Optimization, and Data Science - 4th International
Conference, {LOD} 2018, Volterra, Italy, September 13-16, 2018, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11331},
pages = {254--263},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13709-0\_21},
doi = {10.1007/978-3-030-13709-0\_21},
timestamp = {Mon, 18 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/JabbarBLRMD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/KayalATDKG18,
author = {Subhradeep Kayal and
Zubair Afzal and
George Tsatsaronis and
Marius A. Doornenbal and
Sophia Katrenko and
Michelle Gregory},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton and
Vincenzo Sciacca},
title = {A Framework to Automatically Extract Funding Information from Text},
booktitle = {Machine Learning, Optimization, and Data Science - 4th International
Conference, {LOD} 2018, Volterra, Italy, September 13-16, 2018, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11331},
pages = {317--328},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13709-0\_27},
doi = {10.1007/978-3-030-13709-0\_27},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/KayalATDKG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/KefatoSM18,
author = {Zekarias T. Kefato and
Nasrullah Sheikh and
Alberto Montresor},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton and
Vincenzo Sciacca},
title = {{REFINE:} Representation Learning from Diffusion Events},
booktitle = {Machine Learning, Optimization, and Data Science - 4th International
Conference, {LOD} 2018, Volterra, Italy, September 13-16, 2018, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11331},
pages = {141--153},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13709-0\_12},
doi = {10.1007/978-3-030-13709-0\_12},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/KefatoSM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/KnippenbergMC18,
author = {Marijn van Knippenberg and
Vlado Menkovski and
Sergio Consoli},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton and
Vincenzo Sciacca},
title = {Evolutionary Construction of Convolutional Neural Networks},
booktitle = {Machine Learning, Optimization, and Data Science - 4th International
Conference, {LOD} 2018, Volterra, Italy, September 13-16, 2018, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11331},
pages = {293--304},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13709-0\_25},
doi = {10.1007/978-3-030-13709-0\_25},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/KnippenbergMC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Lu18,
author = {Jing Lu},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton and
Vincenzo Sciacca},
title = {Data Science in the Business Environment: Skills Analytics for Curriculum
Development},
booktitle = {Machine Learning, Optimization, and Data Science - 4th International
Conference, {LOD} 2018, Volterra, Italy, September 13-16, 2018, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11331},
pages = {116--128},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13709-0\_10},
doi = {10.1007/978-3-030-13709-0\_10},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/Lu18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/MatosMG18,
author = {Telmo Matos and
F{\'{a}}bio Maia and
Dorabela Gamboa},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton and
Vincenzo Sciacca},
title = {Improving Traditional Dual Ascent Algorithm for the Uncapacitated
Multiple Allocation Hub Location Problem: {A} {RAMP} Approach},
booktitle = {Machine Learning, Optimization, and Data Science - 4th International
Conference, {LOD} 2018, Volterra, Italy, September 13-16, 2018, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11331},
pages = {243--253},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13709-0\_20},
doi = {10.1007/978-3-030-13709-0\_20},
timestamp = {Wed, 27 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/MatosMG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/MazyadTF18,
author = {Ahmad Mazyad and
Fabien Teytaud and
Cyril Fonlupt},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton and
Vincenzo Sciacca},
title = {Generating Term Weighting Schemes Through Genetic Programming},
booktitle = {Machine Learning, Optimization, and Data Science - 4th International
Conference, {LOD} 2018, Volterra, Italy, September 13-16, 2018, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11331},
pages = {92--103},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13709-0\_8},
doi = {10.1007/978-3-030-13709-0\_8},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/MazyadTF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/NalcakanE18,
author = {Yagiz Nal{\c{c}}akan and
Tolga Ensari},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton and
Vincenzo Sciacca},
title = {Decision of Neural Networks Hyperparameters with a Population-Based
Algorithm},
booktitle = {Machine Learning, Optimization, and Data Science - 4th International
Conference, {LOD} 2018, Volterra, Italy, September 13-16, 2018, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11331},
pages = {276--281},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13709-0\_23},
doi = {10.1007/978-3-030-13709-0\_23},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/NalcakanE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/NathM18,
author = {Radhika Nath and
M. Manjunathaiah},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton and
Vincenzo Sciacca},
title = {Sparse Feature Extraction Model with Independent Subspace Analysis},
booktitle = {Machine Learning, Optimization, and Data Science - 4th International
Conference, {LOD} 2018, Volterra, Italy, September 13-16, 2018, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11331},
pages = {494--505},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13709-0\_42},
doi = {10.1007/978-3-030-13709-0\_42},
timestamp = {Mon, 18 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/NathM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Nissani18,
author = {Daniel N. Nissani},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton and
Vincenzo Sciacca},
title = {An Unsupervised Learning Classifier with Competitive Error Performance},
booktitle = {Machine Learning, Optimization, and Data Science - 4th International
Conference, {LOD} 2018, Volterra, Italy, September 13-16, 2018, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11331},
pages = {341--356},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13709-0\_29},
doi = {10.1007/978-3-030-13709-0\_29},
timestamp = {Mon, 18 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/Nissani18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/OzhegovT18,
author = {Evgeniy M. Ozhegov and
Daria Teterina},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton and
Vincenzo Sciacca},
title = {Methods of Machine Learning for Censored Demand Prediction},
booktitle = {Machine Learning, Optimization, and Data Science - 4th International
Conference, {LOD} 2018, Volterra, Italy, September 13-16, 2018, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11331},
pages = {441--446},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13709-0\_37},
doi = {10.1007/978-3-030-13709-0\_37},
timestamp = {Wed, 27 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/OzhegovT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/PataneK18,
author = {Andrea Patan{\`{e}} and
Marta Kwiatkowska},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton and
Vincenzo Sciacca},
title = {Calibrating the Classifier: Siamese Neural Network Architecture for
End-to-End Arousal Recognition from {ECG}},
booktitle = {Machine Learning, Optimization, and Data Science - 4th International
Conference, {LOD} 2018, Volterra, Italy, September 13-16, 2018, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11331},
pages = {1--13},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13709-0\_1},
doi = {10.1007/978-3-030-13709-0\_1},
timestamp = {Mon, 18 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/PataneK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/PawlukTM18,
author = {Mateusz Pawluk and
Pawel Teisseyre and
Jan Mielniczuk},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton and
Vincenzo Sciacca},
title = {Information-Theoretic Feature Selection Using High-Order Interactions},
booktitle = {Machine Learning, Optimization, and Data Science - 4th International
Conference, {LOD} 2018, Volterra, Italy, September 13-16, 2018, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11331},
pages = {51--63},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13709-0\_5},
doi = {10.1007/978-3-030-13709-0\_5},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/PawlukTM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/PetrozzielloJ18,
author = {Alessio Petrozziello and
Ivan Jordanov},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton and
Vincenzo Sciacca},
title = {Feature Based Multivariate Data Imputation},
booktitle = {Machine Learning, Optimization, and Data Science - 4th International
Conference, {LOD} 2018, Volterra, Italy, September 13-16, 2018, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11331},
pages = {26--37},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13709-0\_3},
doi = {10.1007/978-3-030-13709-0\_3},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/PetrozzielloJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/QiaoWZ18,
author = {Ping Qiao and
Yizhong Wu and
Qi Zhang},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton and
Vincenzo Sciacca},
title = {A Modelica-Based Simulation Method for Black-Box Optimal Control Problems
with Level-Set Dynamic Programming},
booktitle = {Machine Learning, Optimization, and Data Science - 4th International
Conference, {LOD} 2018, Volterra, Italy, September 13-16, 2018, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11331},
pages = {368--380},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13709-0\_31},
doi = {10.1007/978-3-030-13709-0\_31},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/QiaoWZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/RapanakiPMMM18,
author = {Emmanouela Rapanaki and
Iraklis{-}Dimitrios Psychas and
Magdalene Marinaki and
Yannis Marinakis and
Athanasios Migdalas},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton and
Vincenzo Sciacca},
title = {A Clonal Selection Algorithm for Multiobjective Energy Reduction Multi-Depot
Vehicle Routing Problem},
booktitle = {Machine Learning, Optimization, and Data Science - 4th International
Conference, {LOD} 2018, Volterra, Italy, September 13-16, 2018, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11331},
pages = {381--393},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13709-0\_32},
doi = {10.1007/978-3-030-13709-0\_32},
timestamp = {Mon, 18 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/RapanakiPMMM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/RendaBBM18,
author = {Alessandro Renda and
Marco Barsacchi and
Alessio Bechini and
Francesco Marcelloni},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton and
Vincenzo Sciacca},
title = {Assessing Accuracy of Ensemble Learning for Facial Expression Recognition
with CNNs},
booktitle = {Machine Learning, Optimization, and Data Science - 4th International
Conference, {LOD} 2018, Volterra, Italy, September 13-16, 2018, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11331},
pages = {406--417},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13709-0\_34},
doi = {10.1007/978-3-030-13709-0\_34},
timestamp = {Wed, 27 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/RendaBBM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Sanchez-Sanchez18,
author = {Christian S{\'{a}}nchez{-}S{\'{a}}nchez and
Leonid B. Sheremetov},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton and
Vincenzo Sciacca},
title = {N-Gram Representation for Web Service Description Classification},
booktitle = {Machine Learning, Optimization, and Data Science - 4th International
Conference, {LOD} 2018, Volterra, Italy, September 13-16, 2018, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11331},
pages = {447--459},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13709-0\_38},
doi = {10.1007/978-3-030-13709-0\_38},
timestamp = {Mon, 18 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/Sanchez-Sanchez18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Schneckenreither18,
author = {Manuel Schneckenreither and
Stefan Haeussler},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton and
Vincenzo Sciacca},
title = {Reinforcement Learning Methods for Operations Research Applications:
The Order Release Problem},
booktitle = {Machine Learning, Optimization, and Data Science - 4th International
Conference, {LOD} 2018, Volterra, Italy, September 13-16, 2018, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11331},
pages = {545--559},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13709-0\_46},
doi = {10.1007/978-3-030-13709-0\_46},
timestamp = {Wed, 27 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/Schneckenreither18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ShahbazianGG18,
author = {Reza Shahbazian and
Lucio Grandinetti and
Francesca Guerriero},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton and
Vincenzo Sciacca},
title = {A New Distributed and Decentralized Stochastic Optimization Algorithm
with Applications in Big Data Analytics},
booktitle = {Machine Learning, Optimization, and Data Science - 4th International
Conference, {LOD} 2018, Volterra, Italy, September 13-16, 2018, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11331},
pages = {77--91},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13709-0\_7},
doi = {10.1007/978-3-030-13709-0\_7},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/ShahbazianGG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ShiL18,
author = {Peng Shi and
Dario Landa{-}Silva},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton and
Vincenzo Sciacca},
title = {Lookahead Policy and Genetic Algorithm for Solving Nurse Rostering
Problems},
booktitle = {Machine Learning, Optimization, and Data Science - 4th International
Conference, {LOD} 2018, Volterra, Italy, September 13-16, 2018, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11331},
pages = {460--471},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13709-0\_39},
doi = {10.1007/978-3-030-13709-0\_39},
timestamp = {Tue, 10 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/ShiL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SinoquetN18,
author = {Christine Sinoquet and
Cl{\'{e}}ment Niel},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton and
Vincenzo Sciacca},
title = {Ant Colony Optimization for Markov Blanket-Based Feature Selection.
Application for Precision Medicine},
booktitle = {Machine Learning, Optimization, and Data Science - 4th International
Conference, {LOD} 2018, Volterra, Italy, September 13-16, 2018, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11331},
pages = {217--230},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13709-0\_18},
doi = {10.1007/978-3-030-13709-0\_18},
timestamp = {Mon, 18 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/SinoquetN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SoteloVCMG18,
author = {David Sotelo and
Daniela Vel{\'{a}}squez and
Carlos Cobos and
Martha Mendoza and
Lu{\'{\i}}s G{\'{o}}mez},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton and
Vincenzo Sciacca},
title = {Optimization of Neural Network Training with {ELM} Based on the Iterative
Hybridization of Differential Evolution with Local Search and Restarts},
booktitle = {Machine Learning, Optimization, and Data Science - 4th International
Conference, {LOD} 2018, Volterra, Italy, September 13-16, 2018, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11331},
pages = {38--50},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13709-0\_4},
doi = {10.1007/978-3-030-13709-0\_4},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/SoteloVCMG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SousaC18,
author = {Margarida Sousa and
Alexandra M. Carvalho},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton and
Vincenzo Sciacca},
title = {Learning Consistent Tree-Augmented Dynamic Bayesian Networks},
booktitle = {Machine Learning, Optimization, and Data Science - 4th International
Conference, {LOD} 2018, Volterra, Italy, September 13-16, 2018, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11331},
pages = {179--190},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13709-0\_15},
doi = {10.1007/978-3-030-13709-0\_15},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/SousaC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Thirunavukarasu18,
author = {Balasubramaniam Thirunavukarasu and
Richi Nayak and
Chau Yuen},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton and
Vincenzo Sciacca},
title = {Nonnegative Coupled Matrix Tensor Factorization for Smart City Spatiotemporal
Pattern Mining},
booktitle = {Machine Learning, Optimization, and Data Science - 4th International
Conference, {LOD} 2018, Volterra, Italy, September 13-16, 2018, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11331},
pages = {520--532},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13709-0\_44},
doi = {10.1007/978-3-030-13709-0\_44},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/Thirunavukarasu18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/TuinhofPH18,
author = {Hessel Tuinhof and
Clemens Pirker and
Markus Haltmeier},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton and
Vincenzo Sciacca},
title = {Image-Based Fashion Product Recommendation with Deep Learning},
booktitle = {Machine Learning, Optimization, and Data Science - 4th International
Conference, {LOD} 2018, Volterra, Italy, September 13-16, 2018, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11331},
pages = {472--481},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13709-0\_40},
doi = {10.1007/978-3-030-13709-0\_40},
timestamp = {Mon, 18 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/TuinhofPH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/VivasCM18,
author = {Sebasti{\'{a}}n Vivas and
Carlos Cobos and
Martha Mendoza},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton and
Vincenzo Sciacca},
title = {Covering Arrays to Support the Process of Feature Selection in the
Random Forest Classifier},
booktitle = {Machine Learning, Optimization, and Data Science - 4th International
Conference, {LOD} 2018, Volterra, Italy, September 13-16, 2018, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11331},
pages = {64--76},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13709-0\_6},
doi = {10.1007/978-3-030-13709-0\_6},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/VivasCM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/WinterSDB18,
author = {Roy de Winter and
Bas van Stein and
Matthys Dijkman and
Thomas B{\"{a}}ck},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton and
Vincenzo Sciacca},
title = {Designing Ships Using Constrained Multi-objective Efficient Global
Optimization},
booktitle = {Machine Learning, Optimization, and Data Science - 4th International
Conference, {LOD} 2018, Volterra, Italy, September 13-16, 2018, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {11331},
pages = {191--203},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13709-0\_16},
doi = {10.1007/978-3-030-13709-0\_16},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/WinterSDB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/mod/2017,
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-72926-8},
doi = {10.1007/978-3-319-72926-8},
isbn = {978-3-319-72925-1},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/2017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/AdairBDO17,
author = {Jason Adair and
Alexander E. I. Brownlee and
Fabio Daolio and
Gabriela Ochoa},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Evolving Training Sets for Improved Transfer Learning in Brain Computer
Interfaces},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {186--197},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_16},
doi = {10.1007/978-3-319-72926-8\_16},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/mod/AdairBDO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/AlvesA17,
author = {Maria Jo{\~{a}}o Alves and
Carlos Henggeler Antunes},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {A Differential Evolution Algorithm to Semivectorial Bilevel Problems},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {172--185},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_15},
doi = {10.1007/978-3-319-72926-8\_15},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/AlvesA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/AringhieriDDS17,
author = {Roberto Aringhieri and
Davide Dell'Anna and
Davide Duma and
Michele Sonnessa},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Evaluating the Dispatching Policies for a Regional Network of Emergency
Departments Exploiting Health Care Big Data},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {549--561},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_46},
doi = {10.1007/978-3-319-72926-8\_46},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/AringhieriDDS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BacherR17,
author = {Christopher Bacher and
G{\"{u}}nther R. Raidl},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Refining Partial Invalidations for Indexed Algebraic Dynamic Programming},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {562--573},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_47},
doi = {10.1007/978-3-319-72926-8\_47},
timestamp = {Fri, 22 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/BacherR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BagattiniCS17,
author = {Francesco Bagattini and
Paola Cappanera and
Fabio Schoen},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {A Simple and Effective Lagrangian-Based Combinatorial Algorithm for
{S} 3 3 VMs},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {244--254},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_21},
doi = {10.1007/978-3-319-72926-8\_21},
timestamp = {Fri, 22 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/BagattiniCS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BaiolettiBPT17,
author = {Marco Baioletti and
Gabriele Di Bari and
Valentina Poggioni and
Mirco Tracolli},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Can Differential Evolution Be an Efficient Engine to Optimize Neural
Networks?},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {401--413},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_33},
doi = {10.1007/978-3-319-72926-8\_33},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/BaiolettiBPT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BayaMRR17,
author = {Gabriel Bay{\'{a}} and
Antonio Mauttone and
Franco Robledo and
Pablo Romero},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {{GRASP} Heuristics for a Generalized Capacitated Ring Tree Problem},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {436--448},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_36},
doi = {10.1007/978-3-319-72926-8\_36},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/BayaMRR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BayotG17,
author = {Roy Khristopher Bayot and
Teresa Gon{\c{c}}alves},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Age and Gender Classification of Tweets Using Convolutional Neural
Networks},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {337--348},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_28},
doi = {10.1007/978-3-319-72926-8\_28},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/BayotG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/CagnoniFKMPST17,
author = {Stefano Cagnoni and
Paolo Fornacciari and
Juxhino Kavaja and
Monica Mordonini and
Agostino Poggi and
Alex Solimeo and
Michele Tomaiuolo},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Automatic Creation of a Large and Polished Training Set for Sentiment
Analysis on Twitter},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {146--157},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_13},
doi = {10.1007/978-3-319-72926-8\_13},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/CagnoniFKMPST17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/CalimeriCMS17,
author = {Francesco Calimeri and
Mirco Caracciolo and
Aldo Marzullo and
Claudio Stamile},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {BioHIPI: Biomedical Hadoop Image Processing Interface},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {540--548},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_45},
doi = {10.1007/978-3-319-72926-8\_45},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/CalimeriCMS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/CastelliniF17,
author = {Alberto Castellini and
Giuditta Franco},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Detection of Age-Related Changes in Networks of {B} Cells by Multivariate
Time-Series Analysis},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {586--597},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_49},
doi = {10.1007/978-3-319-72926-8\_49},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/CastelliniF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/CastroFRR17,
author = {Natalia Castro and
Graciela Ferreira and
Franco Robledo and
Pablo Romero},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Graph Fragmentation Problem for Natural Disaster Management},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {496--505},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_41},
doi = {10.1007/978-3-319-72926-8\_41},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/CastroFRR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ChretienD17,
author = {St{\'{e}}phane Chr{\'{e}}tien and
S{\'{e}}bastien Darses},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {An Elementary Approach to the Problem of Column Selection in a Rectangular
Matrix},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {234--243},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_20},
doi = {10.1007/978-3-319-72926-8\_20},
timestamp = {Fri, 22 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/ChretienD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Cohen17,
author = {Michael Cohen},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Intra-feature Random Forest Clustering},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {41--49},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_4},
doi = {10.1007/978-3-319-72926-8\_4},
timestamp = {Fri, 22 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/Cohen17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ConsoliKVHM17,
author = {Sergio Consoli and
Jacek Kustra and
Pieter C. Vos and
Monique Hendriks and
Dimitrios Mavroeidis},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Improving Support Vector Machines Performance Using Local Search},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {16--28},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_2},
doi = {10.1007/978-3-319-72926-8\_2},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/ConsoliKVHM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/DAgostinoSCD17,
author = {Danny D'Agostino and
Andrea Serani and
Emilio Fortunato Campana and
Matteo Diez},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Nonlinear Methods for Design-Space Dimensionality Reduction in Shape
Optimization},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {121--132},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_11},
doi = {10.1007/978-3-319-72926-8\_11},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/DAgostinoSCD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/DellAmicoHKP17,
author = {Mauro Dell'Amico and
Natalia Selini Hadjidimitriou and
Thorsten Koch and
Milena Petkovic},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Forecasting Natural Gas Flows in Large Networks},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {158--171},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_14},
doi = {10.1007/978-3-319-72926-8\_14},
timestamp = {Tue, 12 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/DellAmicoHKP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/DiasRVFL17,
author = {Joana Matos Dias and
Humberto Rocha and
Tiago Ventura and
Brigida Costa Ferreira and
Maria do Carmo Lopes},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {A Heuristic Based on Fuzzy Inference Systems for Multiobjective {IMRT}
Treatment Planning},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {255--267},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_22},
doi = {10.1007/978-3-319-72926-8\_22},
timestamp = {Mon, 16 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/DiasRVFL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/EftimovKK17,
author = {Tome Eftimov and
Peter Korosec and
Barbara Korousic{-}Seljak},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Deep Statistical Comparison Applied on Quality Indicators to Compare
Multi-objective Stochastic Optimization Algorithms},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {76--87},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_7},
doi = {10.1007/978-3-319-72926-8\_7},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/EftimovKK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ElezajYK17,
author = {Ogerta Elezaj and
Sule Yildirim and
Edlira Kalemi},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Data-Driven Machine Learning Approach for Predicting Missing Values
in Large Data Sets: {A} Comparison Study},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {268--285},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_23},
doi = {10.1007/978-3-319-72926-8\_23},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/ElezajYK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/GalleguillosSKB17,
author = {Cristian Galleguillos and
Alina S{\^{\i}}rbu and
Zeynep Kiziltan and
{\"{O}}zalp Babaoglu and
Andrea Borghesi and
Thomas Bridi},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Data-Driven Job Dispatching in {HPC} Systems},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {449--461},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_37},
doi = {10.1007/978-3-319-72926-8\_37},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/GalleguillosSKB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/HatsugaiI17,
author = {Reiji Hatsugai and
Mary Inaba},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Robust Reinforcement Learning with a Stochastic Value Function},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {519--526},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_43},
doi = {10.1007/978-3-319-72926-8\_43},
timestamp = {Fri, 22 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/HatsugaiI17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/HornRB17,
author = {Matthias Horn and
G{\"{u}}nther R. Raidl and
Christian Blum},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Job Sequencing with One Common and Multiple Secondary Resources: {A}
Problem Motivated from Particle Therapy for Cancer Treatment},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {506--518},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_42},
doi = {10.1007/978-3-319-72926-8\_42},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/HornRB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/KayaBOG17,
author = {Kamer Kaya and
S. Ilker Birbil and
M. Kaan {\"{O}}zt{\"{u}}rk and
Amir Gohari},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Parallelized Preconditioned Model Building Algorithm for Matrix Factorization},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {376--388},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_31},
doi = {10.1007/978-3-319-72926-8\_31},
timestamp = {Fri, 22 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/KayaBOG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/KefatoSM17,
author = {Zekarias T. Kefato and
Nasrullah Sheikh and
Alberto Montresor},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Mineral: Multi-modal Network Representation Learning},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {286--298},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_24},
doi = {10.1007/978-3-319-72926-8\_24},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/KefatoSM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/KlockerFR17,
author = {Benedikt Klocker and
Herbert Fleischner and
G{\"{u}}nther R. Raidl},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Finding Smooth Graphs with Small Independence Numbers},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {527--539},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_44},
doi = {10.1007/978-3-319-72926-8\_44},
timestamp = {Fri, 22 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/KlockerFR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LazzeriniP17,
author = {Beatrice Lazzerini and
Francesco Pistolesi},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Artificial Bee Colony Optimization to Reallocate Personnel to Tasks
Improving Workplace Safety},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {210--221},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_18},
doi = {10.1007/978-3-319-72926-8\_18},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/LazzeriniP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LiTN17,
author = {Mingxi Li and
Yusuke Tanimura and
Hidemoto Nakada},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {A Quantitative Analysis on Required Network Bandwidth for Large-Scale
Parallel Machine Learning},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {389--400},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_32},
doi = {10.1007/978-3-319-72926-8\_32},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/LiTN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LopezVC17,
author = {Iv{\'{a}}n Dar{\'{\i}}o L{\'{o}}pez and
Cristian Heidelberg Valencia and
Juan Carlos Corrales},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {A Data Mining Tool for Water Uses Classification Based on Multiple
Classifier Systems},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {362--375},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_30},
doi = {10.1007/978-3-319-72926-8\_30},
timestamp = {Thu, 28 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/LopezVC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LuciaTD17,
author = {Angelo Lucia and
Edward Thomas and
Peter A. DiMaggio},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {On the Explicit Use of Enzyme-Substrate Reactions in Metabolic Pathway
Analysis},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {88--99},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_8},
doi = {10.1007/978-3-319-72926-8\_8},
timestamp = {Fri, 22 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/LuciaTD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/MaKPP17,
author = {Chunfeng Ma and
Min Kong and
Jun Pei and
Panos M. Pardalos},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {{BRKGA-VNS} for Parallel-Batching Scheduling on a Single Machine with
Step-Deteriorating Jobs and Release Times},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {414--425},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_34},
doi = {10.1007/978-3-319-72926-8\_34},
timestamp = {Fri, 22 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/MaKPP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/MauceriSSM17,
author = {Stefano Mauceri and
Louis Smith and
James Sweeney and
James McDermott},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Subject Recognition Using Wrist-Worn Triaxial Accelerometer Data},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {574--585},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_48},
doi = {10.1007/978-3-319-72926-8\_48},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/MauceriSSM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/MazyadTF17,
author = {Ahmad Mazyad and
Fabien Teytaud and
Cyril Fonlupt},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {A Comparative Study on Term Weighting Schemes for Text Classification},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {100--108},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_9},
doi = {10.1007/978-3-319-72926-8\_9},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/MazyadTF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Musarais17,
author = {Boris Musarais},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {AbstractNet: {A} Generative Model for High Density Inputs},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {462--469},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_38},
doi = {10.1007/978-3-319-72926-8\_38},
timestamp = {Thu, 28 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/Musarais17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/PellegriniSLRLC17,
author = {Riccardo Pellegrini and
Andrea Serani and
Giampaolo Liuzzi and
Francesco Rinaldi and
Stefano Lucidi and
Emilio Fortunato Campana and
Umberto Iemma and
Matteo Diez},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Hybrid Global/Local Derivative-Free Multi-objective Optimization via
Deterministic Particle Swarm with Local Linesearch},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {198--209},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_17},
doi = {10.1007/978-3-319-72926-8\_17},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/PellegriniSLRLC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/PlebeP17,
author = {Alice Plebe and
Mario Pavone},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Multi-objective Genetic Algorithm for Interior Lighting Design},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {222--233},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_19},
doi = {10.1007/978-3-319-72926-8\_19},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/PlebeP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/RelaRR17,
author = {Guillermo Rela and
Franco Robledo and
Pablo Romero},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Petersen Graph is Uniformly Most-Reliable},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {426--435},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_35},
doi = {10.1007/978-3-319-72926-8\_35},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/RelaRR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/RigakisTMM17,
author = {Manousos Rigakis and
Dimitra Trachanatzi and
Magdalene Marinaki and
Yannis Marinakis},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {A Differential Evolution Algorithm to Develop Strategies for the Iterated
Prisoner's Dilemma},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {133--145},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_12},
doi = {10.1007/978-3-319-72926-8\_12},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/RigakisTMM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/RochaD17,
author = {Humberto Rocha and
Joana Matos Dias},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Honey Yield Forecast Using Radial Basis Functions},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {483--495},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_40},
doi = {10.1007/978-3-319-72926-8\_40},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/RochaD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SalaBP17,
author = {Ramses Sala and
Niccol{\`{o}} Baldanzini and
Marco Pierini},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {SQG-Differential Evolution for Difficult Optimization Problems under
a Tight Function Evaluation Budget},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {322--336},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_27},
doi = {10.1007/978-3-319-72926-8\_27},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/SalaBP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SalemRGS17,
author = {Ziad Salem and
Gerald Radspieler and
Karlo Griparic and
Thomas Schmickl},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Estimating Dynamics of Honeybee Population Densities with Machine
Learning Algorithms},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {309--321},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_26},
doi = {10.1007/978-3-319-72926-8\_26},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/SalemRGS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SayedTBM17,
author = {Khaled Sayed and
Cheryl A. Telmer and
Adam A. Butchy and
Natasa Miskov{-}Zivanov},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Recipes for Translating Big Data Machine Reading to Executable Cellular
Signaling Models},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {1--15},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_1},
doi = {10.1007/978-3-319-72926-8\_1},
timestamp = {Fri, 22 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/SayedTBM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Senov17,
author = {Alexander Senov},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Projective Approximation Based Quasi-Newton Methods},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {29--40},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_3},
doi = {10.1007/978-3-319-72926-8\_3},
timestamp = {Fri, 22 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/Senov17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SeraniD17,
author = {Andrea Serani and
Matteo Diez},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Dolphin Pod Optimization - {A} Nature-Inspired Deterministic Algorithm
for Simulation-Based Design},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {50--62},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_5},
doi = {10.1007/978-3-319-72926-8\_5},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/SeraniD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ShiL17,
author = {Peng Shi and
Dario Landa{-}Silva},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Approximate Dynamic Programming with Combined Policy Functions for
Solving Multi-stage Nurse Rostering Problem},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {349--361},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_29},
doi = {10.1007/978-3-319-72926-8\_29},
timestamp = {Tue, 10 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/ShiL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SidorovMP17,
author = {Sergei P. Sidorov and
Sergei V. Mironov and
Michael Pleshakov},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Dual Convergence Estimates for a Family of Greedy Algorithms in Banach
Spaces},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {109--120},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_10},
doi = {10.1007/978-3-319-72926-8\_10},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/SidorovMP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/UlmGJ17,
author = {Gregor Ulm and
Emil Gustavsson and
Mats Jirstrand},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Contraction Clustering (Raster) - {A} Big Data Algorithm for Density-Based
Clustering in Constant Memory and Linear Time},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {63--75},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_6},
doi = {10.1007/978-3-319-72926-8\_6},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/UlmGJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/UnoldT17,
author = {Olgierd Unold and
Radoslaw Tarnawski},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {A Parallel Framework for Multi-Population Cultural Algorithm and Its
Applications in {TSP}},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {470--482},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_39},
doi = {10.1007/978-3-319-72926-8\_39},
timestamp = {Fri, 22 Dec 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/UnoldT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ZaleshinaZG17,
author = {Margarita Zaleshina and
Alexander Zaleshin and
Adriana Galvani},
editor = {Giuseppe Nicosia and
Panos M. Pardalos and
Giovanni Giuffrida and
Renato Umeton},
title = {Visual Perception of Mixed Homogeneous Textures in Flying Pigeons},
booktitle = {Machine Learning, Optimization, and Big Data - Third International
Conference, {MOD} 2017, Volterra, Italy, September 14-17, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10710},
pages = {299--308},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-72926-8\_25},
doi = {10.1007/978-3-319-72926-8\_25},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/ZaleshinaZG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/AgraCR16,
author = {Agostinho Agra and
Adelaide Cerveira and
Cristina Requejo},
editor = {Panos M. Pardalos and
Piero Conca and
Giovanni Giuffrida and
Giuseppe Nicosia},
title = {A Branch-and-Cut Algorithm for a Multi-item Inventory Distribution
Problem},
booktitle = {Machine Learning, Optimization, and Big Data - Second International
Workshop, {MOD} 2016, Volterra, Italy, August 26-29, 2016, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10122},
pages = {144--158},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-51469-7\_12},
doi = {10.1007/978-3-319-51469-7\_12},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/mod/AgraCR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/AgraCR16a,
author = {Agostinho Agra and
Adelaide Cerveira and
Cristina Requejo},
editor = {Panos M. Pardalos and
Piero Conca and
Giovanni Giuffrida and
Giuseppe Nicosia},
title = {Lagrangian Relaxation Bounds for a Production-Inventory-Routing Problem},
booktitle = {Machine Learning, Optimization, and Big Data - Second International
Workshop, {MOD} 2016, Volterra, Italy, August 26-29, 2016, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10122},
pages = {236--245},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-51469-7\_20},
doi = {10.1007/978-3-319-51469-7\_20},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/AgraCR16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/AkartunaliA16,
author = {Kerem Akartunali and
Ashwin Arulselvan},
editor = {Panos M. Pardalos and
Piero Conca and
Giovanni Giuffrida and
Giuseppe Nicosia},
title = {Economic Lot-Sizing Problem with Remanufacturing Option: Complexity
and Algorithms},
booktitle = {Machine Learning, Optimization, and Big Data - Second International
Workshop, {MOD} 2016, Volterra, Italy, August 26-29, 2016, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10122},
pages = {132--143},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-51469-7\_11},
doi = {10.1007/978-3-319-51469-7\_11},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/AkartunaliA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BacigalupoGLG16,
author = {Andrea Bacigalupo and
Giorgio Gnecco and
Marco Lepidi and
Luigi Gambarotta},
editor = {Panos M. Pardalos and
Piero Conca and
Giovanni Giuffrida and
Giuseppe Nicosia},
title = {Design of Acoustic Metamaterials Through Nonlinear Programming},
booktitle = {Machine Learning, Optimization, and Big Data - Second International
Workshop, {MOD} 2016, Volterra, Italy, August 26-29, 2016, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10122},
pages = {170--181},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-51469-7\_14},
doi = {10.1007/978-3-319-51469-7\_14},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/BacigalupoGLG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BaldiPT16,
author = {Mauro Maria Baldi and
Guido Perboli and
Roberto Tadei},
editor = {Panos M. Pardalos and
Piero Conca and
Giovanni Giuffrida and
Giuseppe Nicosia},
title = {Driver Maneuvers Inference Through Machine Learning},
booktitle = {Machine Learning, Optimization, and Big Data - Second International
Workshop, {MOD} 2016, Volterra, Italy, August 26-29, 2016, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10122},
pages = {182--192},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-51469-7\_15},
doi = {10.1007/978-3-319-51469-7\_15},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/BaldiPT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Bontempi16,
author = {Gianluca Bontempi},
editor = {Panos M. Pardalos and
Piero Conca and
Giovanni Giuffrida and
Giuseppe Nicosia},
title = {A Blocking Strategy for Ranking Features According to Probabilistic
Relevance},
booktitle = {Machine Learning, Optimization, and Big Data - Second International
Workshop, {MOD} 2016, Volterra, Italy, August 26-29, 2016, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10122},
pages = {59--69},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-51469-7\_5},
doi = {10.1007/978-3-319-51469-7\_5},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/Bontempi16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BordinoFFGPS16,
author = {Ilaria Bordino and
Andrea Ferretti and
Marco Firrincieli and
Francesco Gullo and
Marcello Paris and
Gianluca Sabena},
editor = {Panos M. Pardalos and
Piero Conca and
Giovanni Giuffrida and
Giuseppe Nicosia},
title = {Hermes: {A} Distributed-Messaging Tool for {NLP}},
booktitle = {Machine Learning, Optimization, and Big Data - Second International
Workshop, {MOD} 2016, Volterra, Italy, August 26-29, 2016, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10122},
pages = {402--406},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-51469-7\_33},
doi = {10.1007/978-3-319-51469-7\_33},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/BordinoFFGPS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Bouhmala16,
author = {Noureddine Bouhmala},
editor = {Panos M. Pardalos and
Piero Conca and
Giovanni Giuffrida and
Giuseppe Nicosia},
title = {Combining Genetic Algorithm with the Multilevel Paradigm for the Maximum
Constraint Satisfaction Problem},
booktitle = {Machine Learning, Optimization, and Big Data - Second International
Workshop, {MOD} 2016, Volterra, Italy, August 26-29, 2016, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10122},
pages = {330--340},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-51469-7\_28},
doi = {10.1007/978-3-319-51469-7\_28},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/Bouhmala16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BruglieriCP16,
author = {Maurizio Bruglieri and
Cesare Cardani and
Matteo Putzu},
editor = {Panos M. Pardalos and
Piero Conca and
Giovanni Giuffrida and
Giuseppe Nicosia},
title = {Optimizing the Location of Helicopter Emergency Medical Service Operating
Sites},
booktitle = {Machine Learning, Optimization, and Big Data - Second International
Workshop, {MOD} 2016, Volterra, Italy, August 26-29, 2016, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10122},
pages = {293--305},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-51469-7\_25},
doi = {10.1007/978-3-319-51469-7\_25},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/BruglieriCP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BuonoEFBC16,
author = {Nicoletta Del Buono and
Flavia Esposito and
Fabio Fumarola and
Angelina Boccarelli and
Mauro Coluccia},
editor = {Panos M. Pardalos and
Piero Conca and
Giovanni Giuffrida and
Giuseppe Nicosia},
title = {Breast Cancer's Microarray Data: Pattern Discovery Using Nonnegative
Matrix Factorizations},
booktitle = {Machine Learning, Optimization, and Big Data - Second International
Workshop, {MOD} 2016, Volterra, Italy, August 26-29, 2016, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10122},
pages = {281--292},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-51469-7\_24},
doi = {10.1007/978-3-319-51469-7\_24},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/BuonoEFBC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/CorderoNBDGDM16,
author = {Jos{\'{e}} A. Cordero and
Antonio J. Nebro and
Crist{\'{o}}bal Barba{-}Gonz{\'{a}}lez and
Juan Jos{\'{e}} Durillo and
Jos{\'{e}} Garc{\'{\i}}a{-}Nieto and
Ismael Navas{-}Delgado and
Jos{\'{e}} Francisco Aldana Montes},
editor = {Panos M. Pardalos and
Piero Conca and
Giovanni Giuffrida and
Giuseppe Nicosia},
title = {Dynamic Multi-Objective Optimization with jMetal and Spark: {A} Case
Study},
booktitle = {Machine Learning, Optimization, and Big Data - Second International
Workshop, {MOD} 2016, Volterra, Italy, August 26-29, 2016, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10122},
pages = {106--117},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-51469-7\_9},
doi = {10.1007/978-3-319-51469-7\_9},
timestamp = {Wed, 15 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/CorderoNBDGDM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/DanesiR16,
author = {Ivan Luciano Danesi and
Cristina Rea},
editor = {Panos M. Pardalos and
Piero Conca and
Giovanni Giuffrida and
Giuseppe Nicosia},
title = {A Customer Relationship Management Case Study Based on Banking Data},
booktitle = {Machine Learning, Optimization, and Big Data - Second International
Workshop, {MOD} 2016, Volterra, Italy, August 26-29, 2016, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10122},
pages = {224--235},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-51469-7\_19},
doi = {10.1007/978-3-319-51469-7\_19},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/DanesiR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/DelgadoGST16,
author = {Rosario Delgado and
Jos{\'{e}} Luis Gonz{\'{a}}lez{-}{\'{A}}lvarez and
Andr{\'{e}}s Sotoca and
Xavier{-}Andoni Tibau},
editor = {Panos M. Pardalos and
Piero Conca and
Giovanni Giuffrida and
Giuseppe Nicosia},
title = {A Bayesian Network Profiler for Wildfire Arsonists},
booktitle = {Machine Learning, Optimization, and Big Data - Second International
Workshop, {MOD} 2016, Volterra, Italy, August 26-29, 2016, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10122},
pages = {379--390},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-51469-7\_31},
doi = {10.1007/978-3-319-51469-7\_31},
timestamp = {Thu, 23 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/DelgadoGST16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/DiazND16,
author = {Diana Diaz and
Tin Chi Nguyen and
Sorin Draghici},
editor = {Panos M. Pardalos and
Piero Conca and
Giovanni Giuffrida and
Giuseppe Nicosia},
title = {A Systems Biology Approach for Unsupervised Clustering of High-Dimensional
Data},
booktitle = {Machine Learning, Optimization, and Big Data - Second International
Workshop, {MOD} 2016, Volterra, Italy, August 26-29, 2016, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10122},
pages = {193--203},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-51469-7\_16},
doi = {10.1007/978-3-319-51469-7\_16},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/DiazND16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/GhignoneC16,
author = {Leo Ghignone and
Rossella Cancelliere},
editor = {Panos M. Pardalos and
Piero Conca and
Giovanni Giuffrida and
Giuseppe Nicosia},
title = {Neural Learning of Heuristic Functions for General Game Playing},
booktitle = {Machine Learning, Optimization, and Big Data - Second International
Workshop, {MOD} 2016, Volterra, Italy, August 26-29, 2016, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10122},
pages = {82--93},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-51469-7\_7},
doi = {10.1007/978-3-319-51469-7\_7},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/GhignoneC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/GomesM16,
author = {Fernando de Carvalho Gomes and
Jos{\'{e}} Gilvan Rodrigues Maia},
editor = {Panos M. Pardalos and
Piero Conca and
Giovanni Giuffrida and
Giuseppe Nicosia},
title = {Learning Optimal Decision Lists as a Metaheuristic Search for Diagnosis
of Parkinson's Disease},
booktitle = {Machine Learning, Optimization, and Big Data - Second International
Workshop, {MOD} 2016, Volterra, Italy, August 26-29, 2016, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10122},
pages = {391--401},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-51469-7\_32},
doi = {10.1007/978-3-319-51469-7\_32},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/GomesM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/GuillouGP16,
author = {Fr{\'{e}}d{\'{e}}ric Guillou and
Romaric Gaudel and
Philippe Preux},
editor = {Panos M. Pardalos and
Piero Conca and
Giovanni Giuffrida and
Giuseppe Nicosia},
title = {Large-Scale Bandit Recommender System},
booktitle = {Machine Learning, Optimization, and Big Data - Second International
Workshop, {MOD} 2016, Volterra, Italy, August 26-29, 2016, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10122},
pages = {204--215},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-51469-7\_17},
doi = {10.1007/978-3-319-51469-7\_17},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/GuillouGP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/GurbuzP16,
author = {Feyza G{\"{u}}rb{\"{u}}z and
Panos M. Pardalos},
editor = {Panos M. Pardalos and
Piero Conca and
Giovanni Giuffrida and
Giuseppe Nicosia},
title = {Fuzzy Decision-Making of a Process for Quality Management},
booktitle = {Machine Learning, Optimization, and Big Data - Second International
Workshop, {MOD} 2016, Volterra, Italy, August 26-29, 2016, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10122},
pages = {353--378},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-51469-7\_30},
doi = {10.1007/978-3-319-51469-7\_30},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/GurbuzP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/HartikainenEMK16,
author = {Markus Hartikainen and
Kyle Eyvindson and
Kaisa Miettinen and
Annika S. Kangas},
editor = {Panos M. Pardalos and
Piero Conca and
Giovanni Giuffrida and
Giuseppe Nicosia},
title = {Data-Based Forest Management with Uncertainties and Multiple Objectives},
booktitle = {Machine Learning, Optimization, and Big Data - Second International
Workshop, {MOD} 2016, Volterra, Italy, August 26-29, 2016, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10122},
pages = {16--29},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-51469-7\_2},
doi = {10.1007/978-3-319-51469-7\_2},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/HartikainenEMK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/HongOJKL16,
author = {TaeHoon Hong and
Jeongyoon Oh and
Kwangbok Jeong and
Jimin Kim and
Minhyun Lee},
editor = {Panos M. Pardalos and
Piero Conca and
Giovanni Giuffrida and
Giuseppe Nicosia},
title = {Establishment of Optimal Control Strategy of Building-Integrated Photovoltaic
Blind Slat Angle by Considering Interior Illuminance and Electricity
Generation},
booktitle = {Machine Learning, Optimization, and Big Data - Second International
Workshop, {MOD} 2016, Volterra, Italy, August 26-29, 2016, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10122},
pages = {451--454},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-51469-7\_40},
doi = {10.1007/978-3-319-51469-7\_40},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/HongOJKL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ImangaliyevVVKC16,
author = {Sultan Imangaliyev and
Monique H. van der Veen and
Catherine M. C. Volgenant and
Bart J. F. Keijser and
Wim Crielaard and
Evgeni Levin},
editor = {Panos M. Pardalos and
Piero Conca and
Giovanni Giuffrida and
Giuseppe Nicosia},
title = {Deep Learning for Classification of Dental Plaque Images},
booktitle = {Machine Learning, Optimization, and Big Data - Second International
Workshop, {MOD} 2016, Volterra, Italy, August 26-29, 2016, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10122},
pages = {407--410},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-51469-7\_34},
doi = {10.1007/978-3-319-51469-7\_34},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/ImangaliyevVVKC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/KopelFGA16,
author = {Sonia Kopel and
Kellan A. Fluette and
Geena Glen and
Paul E. Anderson},
editor = {Panos M. Pardalos and
Piero Conca and
Giovanni Giuffrida and
Giuseppe Nicosia},
title = {Fastfood Elastic Net: Combining Variable Selection with Kernel Expansion
Approximations},
booktitle = {Machine Learning, Optimization, and Big Data - Second International
Workshop, {MOD} 2016, Volterra, Italy, August 26-29, 2016, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10122},
pages = {427--432},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-51469-7\_37},
doi = {10.1007/978-3-319-51469-7\_37},
timestamp = {Tue, 25 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/KopelFGA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LanotteFMC16,
author = {Pasqua Fabiana Lanotte and
Fabio Fumarola and
Donato Malerba and
Michelangelo Ceci},
editor = {Panos M. Pardalos and
Piero Conca and
Giovanni Giuffrida and
Giuseppe Nicosia},
title = {Automatic Generation of Sitemaps Based on Navigation Systems},
booktitle = {Machine Learning, Optimization, and Big Data - Second International
Workshop, {MOD} 2016, Volterra, Italy, August 26-29, 2016, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10122},
pages = {216--223},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-51469-7\_18},
doi = {10.1007/978-3-319-51469-7\_18},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/LanotteFMC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LeeWHWDE16,
author = {Eva K. Lee and
Yuanbo Wang and
Matthew S. Hagen and
Xin Wei and
Robert A. Davis and
Brent M. Egan},
editor = {Panos M. Pardalos and
Piero Conca and
Giovanni Giuffrida and
Giuseppe Nicosia},
title = {Machine Learning: Multi-site Evidence-Based Best Practice Discovery},
booktitle = {Machine Learning, Optimization, and Big Data - Second International
Workshop, {MOD} 2016, Volterra, Italy, August 26-29, 2016, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10122},
pages = {1--15},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-51469-7\_1},
doi = {10.1007/978-3-319-51469-7\_1},
timestamp = {Mon, 22 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/LeeWHWDE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LiuYW16,
author = {Sanrong Liu and
Bin Yang and
Haifeng Wang},
editor = {Panos M. Pardalos and
Piero Conca and
Giovanni Giuffrida and
Giuseppe Nicosia},
title = {Inference of Gene Regulatory Network Based on Radial Basis Function
Neural Network},
booktitle = {Machine Learning, Optimization, and Big Data - Second International
Workshop, {MOD} 2016, Volterra, Italy, August 26-29, 2016, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10122},
pages = {442--450},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-51469-7\_39},
doi = {10.1007/978-3-319-51469-7\_39},
timestamp = {Wed, 04 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/LiuYW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LuciaD16,
author = {Angelo Lucia and
Peter A. DiMaggio},
editor = {Panos M. Pardalos and
Piero Conca and
Giovanni Giuffrida and
Giuseppe Nicosia},
title = {A Nash Equilibrium Approach to Metabolic Network Analysis},
booktitle = {Machine Learning, Optimization, and Big Data - Second International
Workshop, {MOD} 2016, Volterra, Italy, August 26-29, 2016, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10122},
pages = {45--58},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-51469-7\_4},
doi = {10.1007/978-3-319-51469-7\_4},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/LuciaD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Lux16,
author = {Thomas Lux},
editor = {Panos M. Pardalos and
Piero Conca and
Giovanni Giuffrida and
Giuseppe Nicosia},
title = {Convergence Rate Evaluation of Derivative-Free Optimization Techniques},
booktitle = {Machine Learning, Optimization, and Big Data - Second International
Workshop, {MOD} 2016, Volterra, Italy, August 26-29, 2016, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10122},
pages = {246--256},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-51469-7\_21},
doi = {10.1007/978-3-319-51469-7\_21},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/Lux16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/MallozziRRN16,
author = {Lina Mallozzi and
Giovanni Paolo Reina and
Serena Russo and
Carlo de Nicola},
editor = {Panos M. Pardalos and
Piero Conca and
Giovanni Giuffrida and
Giuseppe Nicosia},
title = {Game Theoretical Tools for Wing Design},
booktitle = {Machine Learning, Optimization, and Big Data - Second International
Workshop, {MOD} 2016, Volterra, Italy, August 26-29, 2016, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10122},
pages = {419--426},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-51469-7\_36},
doi = {10.1007/978-3-319-51469-7\_36},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/MallozziRRN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/PanznerC16,
author = {Maximilian Panzner and
Philipp Cimiano},
editor = {Panos M. Pardalos and
Piero Conca and
Giovanni Giuffrida and
Giuseppe Nicosia},
title = {Comparing Hidden Markov Models and Long Short Term Memory Neural Networks
for Learning Action Representations},
booktitle = {Machine Learning, Optimization, and Big Data - Second International
Workshop, {MOD} 2016, Volterra, Italy, August 26-29, 2016, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10122},
pages = {94--105},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-51469-7\_8},
doi = {10.1007/978-3-319-51469-7\_8},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/PanznerC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/PataneCCSCN16,
author = {Andrea Patan{\'{e}} and
Piero Conca and
Giovanni Carapezza and
Andrea Santoro and
Jole Costanza and
Giuseppe Nicosia},
editor = {Panos M. Pardalos and
Piero Conca and
Giovanni Giuffrida and
Giuseppe Nicosia},
title = {Metabolic Circuit Design Automation by Multi-objective BioCAD},
booktitle = {Machine Learning, Optimization, and Big Data - Second International
Workshop, {MOD} 2016, Volterra, Italy, August 26-29, 2016, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10122},
pages = {30--44},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-51469-7\_3},
doi = {10.1007/978-3-319-51469-7\_3},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/PataneCCSCN16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/PepelyshevSZG16,
author = {Andrey Pepelyshev and
Yuri Staroselskiy and
Anatoly A. Zhigljavsky and
Roman Guchenko},
editor = {Panos M. Pardalos and
Piero Conca and
Giovanni Giuffrida and
Giuseppe Nicosia},
title = {Adaptive Targeting in Online Advertisement: Models Based on Relative
Influence of Factors},
booktitle = {Machine Learning, Optimization, and Big Data - Second International
Workshop, {MOD} 2016, Volterra, Italy, August 26-29, 2016, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10122},
pages = {159--169},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-51469-7\_13},
doi = {10.1007/978-3-319-51469-7\_13},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/PepelyshevSZG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SantosISL16,
author = {Paula L. Amaral Santos and
Sultan Imangaliyev and
Klamer Schutte and
Evgeni Levin},
editor = {Panos M. Pardalos and
Piero Conca and
Giovanni Giuffrida and
Giuseppe Nicosia},
title = {Feature Selection via Co-regularized Sparse-Group Lasso},
booktitle = {Machine Learning, Optimization, and Big Data - Second International
Workshop, {MOD} 2016, Volterra, Italy, August 26-29, 2016, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10122},
pages = {118--131},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-51469-7\_10},
doi = {10.1007/978-3-319-51469-7\_10},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/SantosISL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SantosVSO16,
author = {Ricardo S. Santos and
Tiago Andres Vaz and
Rodrigo P. Santos and
Jos{\'{e}} M. Parente de Oliveira},
editor = {Panos M. Pardalos and
Piero Conca and
Giovanni Giuffrida and
Giuseppe Nicosia},
title = {Big Data Analytics in a Public General Hospital},
booktitle = {Machine Learning, Optimization, and Big Data - Second International
Workshop, {MOD} 2016, Volterra, Italy, August 26-29, 2016, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10122},
pages = {433--441},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-51469-7\_38},
doi = {10.1007/978-3-319-51469-7\_38},
timestamp = {Thu, 24 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/SantosVSO16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SegundoALT16,
author = {Pablo San Segundo and
Jorge Artieda and
Rafael Le{\'{o}}n and
Crist{\'{o}}bal Tapia},
editor = {Panos M. Pardalos and
Piero Conca and
Giovanni Giuffrida and
Giuseppe Nicosia},
title = {An Enhanced Infra-Chromatic Bound for the Maximum Clique Problem},
booktitle = {Machine Learning, Optimization, and Big Data - Second International
Workshop, {MOD} 2016, Volterra, Italy, August 26-29, 2016, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10122},
pages = {306--316},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-51469-7\_26},
doi = {10.1007/978-3-319-51469-7\_26},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/SegundoALT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ShiL16,
author = {Peng Shi and
Dario Landa{-}Silva},
editor = {Panos M. Pardalos and
Piero Conca and
Giovanni Giuffrida and
Giuseppe Nicosia},
title = {Dynamic Programming with Approximation Function for Nurse Scheduling},
booktitle = {Machine Learning, Optimization, and Big Data - Second International
Workshop, {MOD} 2016, Volterra, Italy, August 26-29, 2016, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10122},
pages = {269--280},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-51469-7\_23},
doi = {10.1007/978-3-319-51469-7\_23},
timestamp = {Tue, 10 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/ShiL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/UnoldT16,
author = {Olgierd Unold and
Radoslaw Tarnawski},
editor = {Panos M. Pardalos and
Piero Conca and
Giovanni Giuffrida and
Giuseppe Nicosia},
title = {Cultural Ant Colony Optimization on GPUs for Travelling Salesman Problem},
booktitle = {Machine Learning, Optimization, and Big Data - Second International
Workshop, {MOD} 2016, Volterra, Italy, August 26-29, 2016, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10122},
pages = {317--329},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-51469-7\_27},
doi = {10.1007/978-3-319-51469-7\_27},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/UnoldT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/VandrommeJTJD16,
author = {Maxence Vandromme and
Julie Jacques and
Julien Taillard and
Laetitia Jourdan and
Clarisse Dhaenens},
editor = {Panos M. Pardalos and
Piero Conca and
Giovanni Giuffrida and
Giuseppe Nicosia},
title = {A Scalable Biclustering Method for Heterogeneous Medical Data},
booktitle = {Machine Learning, Optimization, and Big Data - Second International
Workshop, {MOD} 2016, Volterra, Italy, August 26-29, 2016, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10122},
pages = {70--81},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-51469-7\_6},
doi = {10.1007/978-3-319-51469-7\_6},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/VandrommeJTJD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/WangKLM16,
author = {Olivier Wang and
Changhai Ke and
Leo Liberti and
Christian de Sainte Marie},
editor = {Panos M. Pardalos and
Piero Conca and
Giovanni Giuffrida and
Giuseppe Nicosia},
title = {The Learnability of Business Rules},
booktitle = {Machine Learning, Optimization, and Big Data - Second International
Workshop, {MOD} 2016, Volterra, Italy, August 26-29, 2016, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10122},
pages = {257--268},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-51469-7\_22},
doi = {10.1007/978-3-319-51469-7\_22},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/WangKLM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/YavuzA16,
author = {Davut Deniz Yavuz and
Osman Abul},
editor = {Panos M. Pardalos and
Piero Conca and
Giovanni Giuffrida and
Giuseppe Nicosia},
title = {Implicit Location Sharing Detection in Social Media Turkish Text Messaging},
booktitle = {Machine Learning, Optimization, and Big Data - Second International
Workshop, {MOD} 2016, Volterra, Italy, August 26-29, 2016, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10122},
pages = {341--352},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-51469-7\_29},
doi = {10.1007/978-3-319-51469-7\_29},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/YavuzA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ZaleshinaZ16,
author = {Margarita Zaleshina and
Alexander Zaleshin},
editor = {Panos M. Pardalos and
Piero Conca and
Giovanni Giuffrida and
Giuseppe Nicosia},
title = {Multiscale Integration for Pattern Recognition in Neuroimaging},
booktitle = {Machine Learning, Optimization, and Big Data - Second International
Workshop, {MOD} 2016, Volterra, Italy, August 26-29, 2016, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10122},
pages = {411--418},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-51469-7\_35},
doi = {10.1007/978-3-319-51469-7\_35},
timestamp = {Thu, 15 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/ZaleshinaZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/mod/2016,
editor = {Panos M. Pardalos and
Piero Conca and
Giovanni Giuffrida and
Giuseppe Nicosia},
title = {Machine Learning, Optimization, and Big Data - Second International
Workshop, {MOD} 2016, Volterra, Italy, August 26-29, 2016, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10122},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-51469-7},
doi = {10.1007/978-3-319-51469-7},
isbn = {978-3-319-51468-0},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/2016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/AnguloS15,
author = {Adrian Pino Angulo and
Kilho Shin},
editor = {Panos M. Pardalos and
Mario Pavone and
Giovanni Maria Farinella and
Vincenzo Cutello},
title = {Fast and Accurate Steepest-Descent Consistency-Constrained Algorithms
for Feature Selection},
booktitle = {Machine Learning, Optimization, and Big Data - First International
Workshop, {MOD} 2015, Taormina, Sicily, Italy, July 21-23, 2015, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9432},
pages = {293--305},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-27926-8\_26},
doi = {10.1007/978-3-319-27926-8\_26},
timestamp = {Tue, 03 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/AnguloS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Avendano-Garrido15,
author = {Martha L. Avenda{\~{n}}o{-}Garrido and
J. Rigoberto Gabriel{-}Arguelles and
Ligia Quintana{-}Torres and
Efr{\'{e}}n Mezura{-}Montes},
editor = {Panos M. Pardalos and
Mario Pavone and
Giovanni Maria Farinella and
Vincenzo Cutello},
title = {An Efficient Numerical Approximation for the Monge-Kantorovich Mass
Transfer Problem},
booktitle = {Machine Learning, Optimization, and Big Data - First International
Workshop, {MOD} 2015, Taormina, Sicily, Italy, July 21-23, 2015, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9432},
pages = {233--239},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-27926-8\_20},
doi = {10.1007/978-3-319-27926-8\_20},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/Avendano-Garrido15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BatsynP15,
author = {Mikhail Batsyn and
Alexander Ponomarenko},
editor = {Panos M. Pardalos and
Mario Pavone and
Giovanni Maria Farinella and
Vincenzo Cutello},
title = {Heuristic for Site-Dependent Truck and Trailer Routing Problem with
Soft and Hard Time Windows and Split Deliveries},
booktitle = {Machine Learning, Optimization, and Big Data - First International
Workshop, {MOD} 2015, Taormina, Sicily, Italy, July 21-23, 2015, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9432},
pages = {65--79},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-27926-8\_7},
doi = {10.1007/978-3-319-27926-8\_7},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/BatsynP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/BirthFS15,
author = {Olga Birth and
Aaron Frueh and
Johann H. Schlichter},
editor = {Panos M. Pardalos and
Mario Pavone and
Giovanni Maria Farinella and
Vincenzo Cutello},
title = {Dynamic Detection of Transportation Modes Using Keypoint Prediction},
booktitle = {Machine Learning, Optimization, and Big Data - First International
Workshop, {MOD} 2015, Taormina, Sicily, Italy, July 21-23, 2015, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9432},
pages = {49--59},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-27926-8\_5},
doi = {10.1007/978-3-319-27926-8\_5},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/BirthFS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ConcaCCNCN15,
author = {Piero Conca and
Gilda Currenti and
Giovanni Carapezza and
Ciro Del Negro and
Jole Costanza and
Giuseppe Nicosia},
editor = {Panos M. Pardalos and
Mario Pavone and
Giovanni Maria Farinella and
Vincenzo Cutello},
title = {Multi-objective Modeling of Ground Deformation and Gravity Changes
of Volcanic Eruptions},
booktitle = {Machine Learning, Optimization, and Big Data - First International
Workshop, {MOD} 2015, Taormina, Sicily, Italy, July 21-23, 2015, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9432},
pages = {359--370},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-27926-8\_32},
doi = {10.1007/978-3-319-27926-8\_32},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/ConcaCCNCN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ConcaSN15,
author = {Piero Conca and
Giovanni Stracquadanio and
Giuseppe Nicosia},
editor = {Panos M. Pardalos and
Mario Pavone and
Giovanni Maria Farinella and
Vincenzo Cutello},
title = {Automatic Tuning of Algorithms Through Sensitivity Minimization},
booktitle = {Machine Learning, Optimization, and Big Data - First International
Workshop, {MOD} 2015, Taormina, Sicily, Italy, July 21-23, 2015, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9432},
pages = {14--25},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-27926-8\_2},
doi = {10.1007/978-3-319-27926-8\_2},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/ConcaSN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ConcaTLFM15,
author = {Piero Conca and
Jon Timmis and
Rog{\'{e}}rio de Lemos and
Simon Forrest and
Heather McCracken},
editor = {Panos M. Pardalos and
Mario Pavone and
Giovanni Maria Farinella and
Vincenzo Cutello},
title = {An Adaptive Classification Framework for Unsupervised Model Updating
in Nonstationary Environments},
booktitle = {Machine Learning, Optimization, and Big Data - First International
Workshop, {MOD} 2015, Taormina, Sicily, Italy, July 21-23, 2015, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9432},
pages = {171--184},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-27926-8\_15},
doi = {10.1007/978-3-319-27926-8\_15},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/ConcaTLFM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/DasariLAP15,
author = {Siva Krishna Dasari and
Niklas Lavesson and
Petter Andersson and
Marie Persson},
editor = {Panos M. Pardalos and
Mario Pavone and
Giovanni Maria Farinella and
Vincenzo Cutello},
title = {Tree-Based Response Surface Analysis},
booktitle = {Machine Learning, Optimization, and Big Data - First International
Workshop, {MOD} 2015, Taormina, Sicily, Italy, July 21-23, 2015, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9432},
pages = {118--129},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-27926-8\_11},
doi = {10.1007/978-3-319-27926-8\_11},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/DasariLAP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/DorS15,
author = {Abbas El Dor and
Patrick Siarry},
editor = {Panos M. Pardalos and
Mario Pavone and
Giovanni Maria Farinella and
Vincenzo Cutello},
title = {Effect of the Dynamic Topology on the Performance of {PSO-2S} Algorithm
for Continuous Optimization},
booktitle = {Machine Learning, Optimization, and Big Data - First International
Workshop, {MOD} 2015, Taormina, Sicily, Italy, July 21-23, 2015, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9432},
pages = {60--64},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-27926-8\_6},
doi = {10.1007/978-3-319-27926-8\_6},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/DorS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Gieseke15,
author = {Fabian Gieseke},
editor = {Panos M. Pardalos and
Mario Pavone and
Giovanni Maria Farinella and
Vincenzo Cutello},
title = {An Efficient Many-Core Implementation for Semi-Supervised Support
Vector Machines},
booktitle = {Machine Learning, Optimization, and Big Data - First International
Workshop, {MOD} 2015, Taormina, Sicily, Italy, July 21-23, 2015, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9432},
pages = {145--157},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-27926-8\_13},
doi = {10.1007/978-3-319-27926-8\_13},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/Gieseke15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Jitkajornwanich15,
author = {Kulsawasd Jitkajornwanich and
Ramez Elmasri},
editor = {Panos M. Pardalos and
Mario Pavone and
Giovanni Maria Farinella and
Vincenzo Cutello},
title = {Conceptual Analysis of Big Data Using Ontologies and {EER}},
booktitle = {Machine Learning, Optimization, and Big Data - First International
Workshop, {MOD} 2015, Taormina, Sicily, Italy, July 21-23, 2015, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9432},
pages = {306--317},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-27926-8\_27},
doi = {10.1007/978-3-319-27926-8\_27},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/Jitkajornwanich15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/KhawliES15,
author = {Toufik Al Khawli and
Urs Eppelt and
Wolfgang Schulz},
editor = {Panos M. Pardalos and
Mario Pavone and
Giovanni Maria Farinella and
Vincenzo Cutello},
title = {Advanced Metamodeling Techniques Applied to Multidimensional Applications
with Piecewise Responses},
booktitle = {Machine Learning, Optimization, and Big Data - First International
Workshop, {MOD} 2015, Taormina, Sicily, Italy, July 21-23, 2015, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9432},
pages = {93--104},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-27926-8\_9},
doi = {10.1007/978-3-319-27926-8\_9},
timestamp = {Mon, 15 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/KhawliES15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/KoldanovKP15,
author = {Alexander P. Koldanov and
Valeriy A. Kalyagin and
Panos M. Pardalos},
editor = {Panos M. Pardalos and
Mario Pavone and
Giovanni Maria Farinella and
Vincenzo Cutello},
title = {Step Down and Step Up Statistical Procedures for Stock Selection with
Sharp Ratio},
booktitle = {Machine Learning, Optimization, and Big Data - First International
Workshop, {MOD} 2015, Taormina, Sicily, Italy, July 21-23, 2015, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9432},
pages = {26--36},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-27926-8\_3},
doi = {10.1007/978-3-319-27926-8\_3},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/KoldanovKP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/KrityakierneG15,
author = {Tipaluck Krityakierne and
David Ginsbourger},
editor = {Panos M. Pardalos and
Mario Pavone and
Giovanni Maria Farinella and
Vincenzo Cutello},
title = {Global Optimization with Sparse and Local Gaussian Process Models},
booktitle = {Machine Learning, Optimization, and Big Data - First International
Workshop, {MOD} 2015, Taormina, Sicily, Italy, July 21-23, 2015, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9432},
pages = {185--196},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-27926-8\_16},
doi = {10.1007/978-3-319-27926-8\_16},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/KrityakierneG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/KucukdenizE15,
author = {Tarik K{\"{u}}{\c{c}}{\"{u}}kdeniz and
Sakir Esnaf},
editor = {Panos M. Pardalos and
Mario Pavone and
Giovanni Maria Farinella and
Vincenzo Cutello},
title = {Data Clustering by Particle Swarm Optimization with the Focal Particles},
booktitle = {Machine Learning, Optimization, and Big Data - First International
Workshop, {MOD} 2015, Taormina, Sicily, Italy, July 21-23, 2015, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9432},
pages = {280--292},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-27926-8\_25},
doi = {10.1007/978-3-319-27926-8\_25},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/KucukdenizE15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/LazregRG15,
author = {Mehdi Ben Lazreg and
Jaziar Radianti and
Ole{-}Christoffer Granmo},
editor = {Panos M. Pardalos and
Mario Pavone and
Giovanni Maria Farinella and
Vincenzo Cutello},
title = {A Bayesian Network Model for Fire Assessment and Prediction},
booktitle = {Machine Learning, Optimization, and Big Data - First International
Workshop, {MOD} 2015, Taormina, Sicily, Italy, July 21-23, 2015, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9432},
pages = {269--279},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-27926-8\_24},
doi = {10.1007/978-3-319-27926-8\_24},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/LazregRG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/MarminCG15,
author = {S{\'{e}}bastien Marmin and
Cl{\'{e}}ment Chevalier and
David Ginsbourger},
editor = {Panos M. Pardalos and
Mario Pavone and
Giovanni Maria Farinella and
Vincenzo Cutello},
title = {Differentiating the Multipoint Expected Improvement for Optimal Batch
Design},
booktitle = {Machine Learning, Optimization, and Big Data - First International
Workshop, {MOD} 2015, Taormina, Sicily, Italy, July 21-23, 2015, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9432},
pages = {37--48},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-27926-8\_4},
doi = {10.1007/978-3-319-27926-8\_4},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/MarminCG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/MaryGP15,
author = {J{\'{e}}r{\'{e}}mie Mary and
Romaric Gaudel and
Philippe Preux},
editor = {Panos M. Pardalos and
Mario Pavone and
Giovanni Maria Farinella and
Vincenzo Cutello},
title = {Bandits and Recommender Systems},
booktitle = {Machine Learning, Optimization, and Big Data - First International
Workshop, {MOD} 2015, Taormina, Sicily, Italy, July 21-23, 2015, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9432},
pages = {325--336},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-27926-8\_29},
doi = {10.1007/978-3-319-27926-8\_29},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/MaryGP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/Migliorati15,
author = {Giovanni Migliorati},
editor = {Panos M. Pardalos and
Mario Pavone and
Giovanni Maria Farinella and
Vincenzo Cutello},
title = {Learning with Discrete Least Squares on Multivariate Polynomial Spaces
Using Evaluations at Random or Low-Discrepancy Point Sets},
booktitle = {Machine Learning, Optimization, and Big Data - First International
Workshop, {MOD} 2015, Taormina, Sicily, Italy, July 21-23, 2015, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9432},
pages = {1--13},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-27926-8\_1},
doi = {10.1007/978-3-319-27926-8\_1},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/Migliorati15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/MoltisantiFB15,
author = {Marco Moltisanti and
Giovanni Maria Farinella and
Sebastiano Battiato},
editor = {Panos M. Pardalos and
Mario Pavone and
Giovanni Maria Farinella and
Vincenzo Cutello},
title = {Semi-Naive Mixture Model for Consensus Clustering},
booktitle = {Machine Learning, Optimization, and Big Data - First International
Workshop, {MOD} 2015, Taormina, Sicily, Italy, July 21-23, 2015, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9432},
pages = {337--346},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-27926-8\_30},
doi = {10.1007/978-3-319-27926-8\_30},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/MoltisantiFB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/NicosiaC15,
author = {Giuseppe Nicosia and
Piero Conca},
editor = {Panos M. Pardalos and
Mario Pavone and
Giovanni Maria Farinella and
Vincenzo Cutello},
title = {Characterization of the {\textbackslash}{\#}k {\#} k -SAT Problem
in Terms of Connected Components},
booktitle = {Machine Learning, Optimization, and Big Data - First International
Workshop, {MOD} 2015, Taormina, Sicily, Italy, July 21-23, 2015, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9432},
pages = {257--268},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-27926-8\_23},
doi = {10.1007/978-3-319-27926-8\_23},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/NicosiaC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ParimiC15,
author = {Rohit Parimi and
Doina Caragea},
editor = {Panos M. Pardalos and
Mario Pavone and
Giovanni Maria Farinella and
Vincenzo Cutello},
title = {Cross-Domain Matrix Factorization for Multiple Implicit-Feedback Domains},
booktitle = {Machine Learning, Optimization, and Big Data - First International
Workshop, {MOD} 2015, Taormina, Sicily, Italy, July 21-23, 2015, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9432},
pages = {80--92},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-27926-8\_8},
doi = {10.1007/978-3-319-27926-8\_8},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/ParimiC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/PepelyshevSZ15,
author = {Andrey Pepelyshev and
Yuri Staroselskiy and
Anatoly A. Zhigljavsky},
editor = {Panos M. Pardalos and
Mario Pavone and
Giovanni Maria Farinella and
Vincenzo Cutello},
title = {Adaptive Targeting for Online Advertisement},
booktitle = {Machine Learning, Optimization, and Big Data - First International
Workshop, {MOD} 2015, Taormina, Sicily, Italy, July 21-23, 2015, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9432},
pages = {240--251},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-27926-8\_21},
doi = {10.1007/978-3-319-27926-8\_21},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/PepelyshevSZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/PicciniRR15,
author = {Juan Piccini and
Franco Robledo and
Pablo Romero},
editor = {Panos M. Pardalos and
Mario Pavone and
Giovanni Maria Farinella and
Vincenzo Cutello},
title = {Node-Immunization Strategies in a Stochastic Epidemic Model},
booktitle = {Machine Learning, Optimization, and Big Data - First International
Workshop, {MOD} 2015, Taormina, Sicily, Italy, July 21-23, 2015, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9432},
pages = {222--232},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-27926-8\_19},
doi = {10.1007/978-3-319-27926-8\_19},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/PicciniRR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/PintoCV15,
author = {Jo{\~{a}}o Diogo Pinto and
Alexandra M. Carvalho and
Susana Vinga},
editor = {Panos M. Pardalos and
Mario Pavone and
Giovanni Maria Farinella and
Vincenzo Cutello},
title = {Outlier Detection in Cox Proportional Hazards Models Based on the
Concordance c-Index},
booktitle = {Machine Learning, Optimization, and Big Data - First International
Workshop, {MOD} 2015, Taormina, Sicily, Italy, July 21-23, 2015, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9432},
pages = {252--256},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-27926-8\_22},
doi = {10.1007/978-3-319-27926-8\_22},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/PintoCV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SaffarNNBBL15,
author = {Mohammad Taghi Saffar and
Mircea Nicolescu and
Monica N. Nicolescu and
Daniel Bigelow and
Christopher A. Ballinger and
Sushil J. Louis},
editor = {Panos M. Pardalos and
Mario Pavone and
Giovanni Maria Farinella and
Vincenzo Cutello},
title = {Intent Recognition in a Simulated Maritime Multi-agent Domain},
booktitle = {Machine Learning, Optimization, and Big Data - First International
Workshop, {MOD} 2015, Taormina, Sicily, Italy, July 21-23, 2015, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9432},
pages = {158--170},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-27926-8\_14},
doi = {10.1007/978-3-319-27926-8\_14},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/SaffarNNBBL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/SchiaraturaALNR15,
author = {Omar Schiaratura and
Pietro Ansaloni and
Giovanni Lughi and
Mattia Neri and
Matteo Roffilli and
Fabrizio Serpi and
Andrea Simonetto},
editor = {Panos M. Pardalos and
Mario Pavone and
Giovanni Maria Farinella and
Vincenzo Cutello},
title = {SoC-Based Pattern Recognition Systems for Non Destructive Testing},
booktitle = {Machine Learning, Optimization, and Big Data - First International
Workshop, {MOD} 2015, Taormina, Sicily, Italy, July 21-23, 2015, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9432},
pages = {209--221},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-27926-8\_18},
doi = {10.1007/978-3-319-27926-8\_18},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/SchiaraturaALNR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/ShahzadFLB15,
author = {Raja Khurram Shahzad and
Mehwish Fatima and
Niklas Lavesson and
Martin Boldt},
editor = {Panos M. Pardalos and
Mario Pavone and
Giovanni Maria Farinella and
Vincenzo Cutello},
title = {Consensus Decision Making in Random Forests},
booktitle = {Machine Learning, Optimization, and Big Data - First International
Workshop, {MOD} 2015, Taormina, Sicily, Italy, July 21-23, 2015, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9432},
pages = {347--358},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-27926-8\_31},
doi = {10.1007/978-3-319-27926-8\_31},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mod/ShahzadFLB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/TokgozAT15,
author = {Emre Tokg{\"{o}}z and
Iddrisu Awudu and
Theodore B. Trafalis},
editor = {Panos M. Pardalos and
Mario Pavone and
Giovanni Maria Farinella and
Vincenzo Cutello},
title = {A Single-Facility Manifold Location Routing Problem with an Application
to Supply Chain Management and Robotics},
booktitle = {Machine Learning, Optimization, and Big Data - First International
Workshop, {MOD} 2015, Taormina, Sicily, Italy, July 21-23, 2015, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9432},
pages = {130--144},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-27926-8\_12},
doi = {10.1007/978-3-319-27926-8\_12},
timestamp = {Sun, 04 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/TokgozAT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/TokgozK15,
author = {Emre Tokg{\"{o}}z and
Hillel Kumin},
editor = {Panos M. Pardalos and
Mario Pavone and
Giovanni Maria Farinella and
Vincenzo Cutello},
title = {Condense Mixed Convexity and Optimization with an Application in Data
Service Optimization},
booktitle = {Machine Learning, Optimization, and Big Data - First International
Workshop, {MOD} 2015, Taormina, Sicily, Italy, July 21-23, 2015, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9432},
pages = {197--208},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-27926-8\_17},
doi = {10.1007/978-3-319-27926-8\_17},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/TokgozK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/UnoldT15,
author = {Olgierd Unold and
Tadeusz Tagowski},
editor = {Panos M. Pardalos and
Mario Pavone and
Giovanni Maria Farinella and
Vincenzo Cutello},
title = {A Parallel Consensus Clustering Algorithm},
booktitle = {Machine Learning, Optimization, and Big Data - First International
Workshop, {MOD} 2015, Taormina, Sicily, Italy, July 21-23, 2015, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9432},
pages = {318--324},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-27926-8\_28},
doi = {10.1007/978-3-319-27926-8\_28},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/UnoldT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mod/XuAC15,
author = {Yangyang Xu and
Ioannis Akrotirianakis and
Amit Chakraborty},
editor = {Panos M. Pardalos and
Mario Pavone and
Giovanni Maria Farinella and
Vincenzo Cutello},
title = {Alternating Direction Method of Multipliers for Regularized Multiclass
Support Vector Machines},
booktitle = {Machine Learning, Optimization, and Big Data - First International
Workshop, {MOD} 2015, Taormina, Sicily, Italy, July 21-23, 2015, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9432},
pages = {105--117},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-27926-8\_10},
doi = {10.1007/978-3-319-27926-8\_10},
timestamp = {Tue, 23 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/XuAC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/mod/2015,
editor = {Panos M. Pardalos and
Mario Pavone and
Giovanni Maria Farinella and
Vincenzo Cutello},
title = {Machine Learning, Optimization, and Big Data - First International
Workshop, {MOD} 2015, Taormina, Sicily, Italy, July 21-23, 2015, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9432},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-27926-8},
doi = {10.1007/978-3-319-27926-8},
isbn = {978-3-319-27925-1},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mod/2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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