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@inproceedings{DBLP:conf/delta2/0001IZNSL23,
author = {Michael K{\"{o}}lle and
Steffen Illium and
Maximilian Zorn and
Jonas N{\"{u}}{\ss}lein and
Patrick Suchostawski and
Claudia Linnhoff{-}Popien},
editor = {Donatello Conte and
Ana Fred and
Oleg Gusikhin and
Carlo Sansone},
title = {Improving Primate Sounds Classification Using Binary Presorting for
Deep Learning},
booktitle = {Deep Learning Theory and Applications - 4th International Conference,
DeLTA 2023, Rome, Italy, July 13-14, 2023, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1875},
pages = {19--34},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39059-3\_2},
doi = {10.1007/978-3-031-39059-3\_2},
timestamp = {Tue, 13 Aug 2024 14:18:08 +0200},
biburl = {https://dblp.org/rec/conf/delta2/0001IZNSL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/AnandeL23,
author = {Tertsegha J. Anande and
Mark S. Leeson},
editor = {Donatello Conte and
Ana Fred and
Oleg Gusikhin and
Carlo Sansone},
title = {Synthetic Network Traffic Data Generation and Classification of Advanced
Persistent Threat Samples: {A} Case Study with GANs and XGBoost},
booktitle = {Deep Learning Theory and Applications - 4th International Conference,
DeLTA 2023, Rome, Italy, July 13-14, 2023, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1875},
pages = {1--18},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39059-3\_1},
doi = {10.1007/978-3-031-39059-3\_1},
timestamp = {Wed, 21 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/delta2/AnandeL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/AversanoBCIMV23,
author = {Lerina Aversano and
Mario Luca Bernardi and
Marta Cimitile and
Martina Iammarino and
Antonella Madau and
Chiara Verdone},
editor = {Donatello Conte and
Ana Fred and
Oleg Gusikhin and
Carlo Sansone},
title = {Machine Learning Applied to Speech Recordings for Parkinson's Disease
Recognition},
booktitle = {Deep Learning Theory and Applications - 4th International Conference,
DeLTA 2023, Rome, Italy, July 13-14, 2023, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1875},
pages = {101--114},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39059-3\_7},
doi = {10.1007/978-3-031-39059-3\_7},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/AversanoBCIMV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/AversanoBCIMV23a,
author = {Lerina Aversano and
Mario Luca Bernardi and
Marta Cimitile and
Martina Iammarino and
Antonella Madau and
Chiara Verdone},
editor = {Donatello Conte and
Ana Fred and
Oleg Gusikhin and
Carlo Sansone},
title = {An Explainable Approach for Early Parkinson Disease Detection Using
Deep Learning},
booktitle = {Deep Learning Theory and Applications - 4th International Conference,
DeLTA 2023, Rome, Italy, July 13-14, 2023, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1875},
pages = {326--339},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39059-3\_22},
doi = {10.1007/978-3-031-39059-3\_22},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/AversanoBCIMV23a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/BogdanoskiMST23,
author = {Konstantin Bogdanoski and
Kostadin Mishev and
Monika Simjanoska and
Dimitar Trajanov},
editor = {Donatello Conte and
Ana Fred and
Oleg Gusikhin and
Carlo Sansone},
title = {Exploring {ASR} Models in Low-Resource Languages: Use-Case the Macedonian
Language},
booktitle = {Deep Learning Theory and Applications - 4th International Conference,
DeLTA 2023, Rome, Italy, July 13-14, 2023, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1875},
pages = {254--268},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39059-3\_17},
doi = {10.1007/978-3-031-39059-3\_17},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/BogdanoskiMST23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/Danner00RK23,
author = {Michael Danner and
Patrik Huber and
Muhammad Awais and
Matthias R{\"{a}}tsch and
Josef Kittler},
editor = {Donatello Conte and
Ana Fred and
Oleg Gusikhin and
Carlo Sansone},
title = {GAN-Powered Model {\&}Landmark-Free Reconstruction: {A} Versatile
Approach for High-Quality 3D Facial and Object Recovery from Single
Images},
booktitle = {Deep Learning Theory and Applications - 4th International Conference,
DeLTA 2023, Rome, Italy, July 13-14, 2023, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1875},
pages = {403--418},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39059-3\_27},
doi = {10.1007/978-3-031-39059-3\_27},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/Danner00RK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/DannerHWZR23,
author = {Michael Danner and
Bakir Hadzic and
Thomas Weber and
Xinjuan Zhu and
Matthias R{\"{a}}tsch},
editor = {Donatello Conte and
Ana Fred and
Oleg Gusikhin and
Carlo Sansone},
title = {Towards Equitable {AI} in {HR:} Designing a Fair, Reliable, and Transparent
Human Resource Management Application},
booktitle = {Deep Learning Theory and Applications - 4th International Conference,
DeLTA 2023, Rome, Italy, July 13-14, 2023, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1875},
pages = {308--325},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39059-3\_21},
doi = {10.1007/978-3-031-39059-3\_21},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/DannerHWZR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/DevDH23,
author = {Prabhu Prasad Dev and
Pranesh Das and
Raju Hazari},
editor = {Donatello Conte and
Ana Fred and
Oleg Gusikhin and
Carlo Sansone},
title = {MSDeepNet: {A} Novel Multi-stream Deep Neural Network for Real-World
Anomaly Detection in Surveillance Videos},
booktitle = {Deep Learning Theory and Applications - 4th International Conference,
DeLTA 2023, Rome, Italy, July 13-14, 2023, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1875},
pages = {157--172},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39059-3\_11},
doi = {10.1007/978-3-031-39059-3\_11},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/DevDH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/FengL023,
author = {Jia Hui Feng and
Edmund M.{-}K. Lai and
Weihua Li},
editor = {Donatello Conte and
Ana Fred and
Oleg Gusikhin and
Carlo Sansone},
title = {A Study of Neural Collapse for Text Classification},
booktitle = {Deep Learning Theory and Applications - 4th International Conference,
DeLTA 2023, Rome, Italy, July 13-14, 2023, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1875},
pages = {126--142},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39059-3\_9},
doi = {10.1007/978-3-031-39059-3\_9},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/FengL023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/GalliG0S23,
author = {Antonio Galli and
Michela Gravina and
Stefano Marrone and
Carlo Sansone},
editor = {Donatello Conte and
Ana Fred and
Oleg Gusikhin and
Carlo Sansone},
title = {Generative Adversarial Networks for Domain Translation in Unpaired
Breast {DCE-MRI} Datasets},
booktitle = {Deep Learning Theory and Applications - 4th International Conference,
DeLTA 2023, Rome, Italy, July 13-14, 2023, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1875},
pages = {370--384},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39059-3\_25},
doi = {10.1007/978-3-031-39059-3\_25},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/GalliG0S23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/HabibCBR23,
author = {Nour Habib and
Yunsu Cho and
Abhishek Buragohain and
Andreas Rausch},
editor = {Donatello Conte and
Ana Fred and
Oleg Gusikhin and
Carlo Sansone},
title = {Towards Exploring Adversarial Learning for Anomaly Detection in Complex
Driving Scenes},
booktitle = {Deep Learning Theory and Applications - 4th International Conference,
DeLTA 2023, Rome, Italy, July 13-14, 2023, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1875},
pages = {35--55},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39059-3\_3},
doi = {10.1007/978-3-031-39059-3\_3},
timestamp = {Mon, 02 Sep 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/HabibCBR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/HallmenMSLA23,
author = {Tobias Hallmen and
Silvan Mertes and
Dominik Schiller and
Florian Lingenfelser and
Elisabeth Andr{\'{e}}},
editor = {Donatello Conte and
Ana Fred and
Oleg Gusikhin and
Carlo Sansone},
title = {Phoneme-Based Multi-task Assessment of Affective Vocal Bursts},
booktitle = {Deep Learning Theory and Applications - 4th International Conference,
DeLTA 2023, Rome, Italy, July 13-14, 2023, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1875},
pages = {209--222},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39059-3\_14},
doi = {10.1007/978-3-031-39059-3\_14},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/HallmenMSLA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/HoundjiA23,
author = {Vinas{\'{e}}tan Ratheil Houndji and
Genereux Akotenou},
editor = {Donatello Conte and
Ana Fred and
Oleg Gusikhin and
Carlo Sansone},
title = {UMLDesigner: An Automatic {UML} Diagram Design Tool},
booktitle = {Deep Learning Theory and Applications - 4th International Conference,
DeLTA 2023, Rome, Italy, July 13-14, 2023, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1875},
pages = {340--350},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39059-3\_23},
doi = {10.1007/978-3-031-39059-3\_23},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/HoundjiA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/KloserBKKZ23,
author = {Lars Kl{\"{o}}ser and
Andr{\'{e}} B{\"{u}}sgen and
Philipp Kohl and
Bodo Kraft and
Albert Z{\"{u}}ndorf},
editor = {Donatello Conte and
Ana Fred and
Oleg Gusikhin and
Carlo Sansone},
title = {Explaining Relation Classification Models with Semantic Extents},
booktitle = {Deep Learning Theory and Applications - 4th International Conference,
DeLTA 2023, Rome, Italy, July 13-14, 2023, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1875},
pages = {189--208},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39059-3\_13},
doi = {10.1007/978-3-031-39059-3\_13},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/KloserBKKZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/KohlFKWWKMZ23,
author = {Philipp Kohl and
Nils Freyer and
Yoka Kr{\"{a}}mer and
Henri Werth and
Steffen Wolf and
Bodo Kraft and
Matthias Meinecke and
Albert Z{\"{u}}ndorf},
editor = {Donatello Conte and
Ana Fred and
Oleg Gusikhin and
Carlo Sansone},
title = {{ALE:} {A} Simulation-Based Active Learning Evaluation Framework for
the Parameter-Driven Comparison of Query Strategies for {NLP}},
booktitle = {Deep Learning Theory and Applications - 4th International Conference,
DeLTA 2023, Rome, Italy, July 13-14, 2023, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1875},
pages = {235--253},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39059-3\_16},
doi = {10.1007/978-3-031-39059-3\_16},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/KohlFKWWKMZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/KumarSI23,
author = {Rahul Kumar and
Md. Kamruzzaman Sarker and
Sheikh Rabiul Islam},
editor = {Donatello Conte and
Ana Fred and
Oleg Gusikhin and
Carlo Sansone},
title = {Vision Transformers for Galaxy Morphology Classification: Fine-Tuning
Pre-trained Networks vs. Training from Scratch},
booktitle = {Deep Learning Theory and Applications - 4th International Conference,
DeLTA 2023, Rome, Italy, July 13-14, 2023, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1875},
pages = {115--125},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39059-3\_8},
doi = {10.1007/978-3-031-39059-3\_8},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/delta2/KumarSI23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/MarcusGKS23,
author = {Richard Marcus and
Felix Gabel and
Niklas Knoop and
Marc Stamminger},
editor = {Donatello Conte and
Ana Fred and
Oleg Gusikhin and
Carlo Sansone},
title = {GAN-Based LiDAR Intensity Simulation},
booktitle = {Deep Learning Theory and Applications - 4th International Conference,
DeLTA 2023, Rome, Italy, July 13-14, 2023, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1875},
pages = {419--433},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39059-3\_28},
doi = {10.1007/978-3-031-39059-3\_28},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/MarcusGKS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/MargiottaC023,
author = {Daniele Margiotta and
Danilo Croce and
Roberto Basili},
editor = {Donatello Conte and
Ana Fred and
Oleg Gusikhin and
Carlo Sansone},
title = {TaxoSBERT: Unsupervised Taxonomy Expansion Through Expressive Semantic
Similarity},
booktitle = {Deep Learning Theory and Applications - 4th International Conference,
DeLTA 2023, Rome, Italy, July 13-14, 2023, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1875},
pages = {295--307},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39059-3\_20},
doi = {10.1007/978-3-031-39059-3\_20},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/MargiottaC023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/MelakhsouB23,
author = {Abdallah Amine Melakhsou and
Mireille Batton{-}Hubert},
editor = {Donatello Conte and
Ana Fred and
Oleg Gusikhin and
Carlo Sansone},
title = {Explainable Abnormal Time Series Subsequence Detection Using Random
Convolutional Kernels},
booktitle = {Deep Learning Theory and Applications - 4th International Conference,
DeLTA 2023, Rome, Italy, July 13-14, 2023, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1875},
pages = {280--294},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39059-3\_19},
doi = {10.1007/978-3-031-39059-3\_19},
timestamp = {Tue, 01 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/MelakhsouB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/MenonSMPJS23,
author = {Akshay Menon and
Abubakr Siddig and
Cristina Hava Muntean and
Pramod Pathak and
Musfira Jilani and
Paul Stynes},
editor = {Donatello Conte and
Ana Fred and
Oleg Gusikhin and
Carlo Sansone},
title = {A Machine Learning Framework for Shuttlecock Tracking and Player Service
Fault Detection},
booktitle = {Deep Learning Theory and Applications - 4th International Conference,
DeLTA 2023, Rome, Italy, July 13-14, 2023, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1875},
pages = {71--83},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39059-3\_5},
doi = {10.1007/978-3-031-39059-3\_5},
timestamp = {Fri, 18 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/MenonSMPJS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/ParastehS23,
author = {Sirvan Parasteh and
Samira Sadaoui},
editor = {Donatello Conte and
Ana Fred and
Oleg Gusikhin and
Carlo Sansone},
title = {A Novel Probabilistic Approach for Detecting Concept Drift in Streaming
Data},
booktitle = {Deep Learning Theory and Applications - 4th International Conference,
DeLTA 2023, Rome, Italy, July 13-14, 2023, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1875},
pages = {173--188},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39059-3\_12},
doi = {10.1007/978-3-031-39059-3\_12},
timestamp = {Tue, 01 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/ParastehS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/PatilB023,
author = {Jaikrishna Manojkumar Patil and
Johannes Bayer and
Andreas Dengel},
editor = {Donatello Conte and
Ana Fred and
Oleg Gusikhin and
Carlo Sansone},
title = {Graph Neural Networks for Circuit Diagram Pattern Generation},
booktitle = {Deep Learning Theory and Applications - 4th International Conference,
DeLTA 2023, Rome, Italy, July 13-14, 2023, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1875},
pages = {351--369},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39059-3\_24},
doi = {10.1007/978-3-031-39059-3\_24},
timestamp = {Tue, 01 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/PatilB023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/RezaeiT23,
author = {Mehrdad Rezaei and
Nasseh Tabrizi},
editor = {Donatello Conte and
Ana Fred and
Oleg Gusikhin and
Carlo Sansone},
title = {A Survey on Reinforcement Learning and Deep Reinforcement Learning
for Recommender Systems},
booktitle = {Deep Learning Theory and Applications - 4th International Conference,
DeLTA 2023, Rome, Italy, July 13-14, 2023, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1875},
pages = {385--402},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39059-3\_26},
doi = {10.1007/978-3-031-39059-3\_26},
timestamp = {Tue, 01 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/RezaeiT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/SchutzBN23,
author = {Lars Sch{\"{u}}tz and
Korinna Bade and
Andreas N{\"{u}}rnberger},
editor = {Donatello Conte and
Ana Fred and
Oleg Gusikhin and
Carlo Sansone},
title = {Evaluating Prototypes and Criticisms for Explaining Clustered Contributions
in Digital Public Participation Processes},
booktitle = {Deep Learning Theory and Applications - 4th International Conference,
DeLTA 2023, Rome, Italy, July 13-14, 2023, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1875},
pages = {434--455},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39059-3\_29},
doi = {10.1007/978-3-031-39059-3\_29},
timestamp = {Tue, 12 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/SchutzBN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/SinghT23,
author = {Siddhant Singh and
Archit Thanikella},
editor = {Donatello Conte and
Ana Fred and
Oleg Gusikhin and
Carlo Sansone},
title = {An Automated Dual-Module Pipeline for Stock Prediction: Integrating
N-Perception Period Power Strategy and NLP-Driven Sentiment Analysis
for Enhanced Forecasting Accuracy and Investor Insight},
booktitle = {Deep Learning Theory and Applications - 4th International Conference,
DeLTA 2023, Rome, Italy, July 13-14, 2023, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1875},
pages = {84--100},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39059-3\_6},
doi = {10.1007/978-3-031-39059-3\_6},
timestamp = {Tue, 01 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/SinghT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/Smirnov0P23,
author = {Alexander V. Smirnov and
Nikolay Shilov and
Andrew Ponomarev},
editor = {Donatello Conte and
Ana Fred and
Oleg Gusikhin and
Carlo Sansone},
title = {Facilitating Enterprise Model Classification via Embedding Symbolic
Knowledge into Neural Network Models},
booktitle = {Deep Learning Theory and Applications - 4th International Conference,
DeLTA 2023, Rome, Italy, July 13-14, 2023, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1875},
pages = {269--279},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39059-3\_18},
doi = {10.1007/978-3-031-39059-3\_18},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/Smirnov0P23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/TiwariSTKD23,
author = {Shubham Tiwari and
Yash Sethia and
Ashwani Tanwar and
Ritesh Kumar and
Rudresh Dwivedi},
editor = {Donatello Conte and
Ana Fred and
Oleg Gusikhin and
Carlo Sansone},
title = {FRLL-Beautified: {A} Dataset of Fun Selfie Filters with Facial Attributes},
booktitle = {Deep Learning Theory and Applications - 4th International Conference,
DeLTA 2023, Rome, Italy, July 13-14, 2023, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1875},
pages = {456--465},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39059-3\_30},
doi = {10.1007/978-3-031-39059-3\_30},
timestamp = {Tue, 01 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/TiwariSTKD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/TrutschlCT23,
author = {Maya Trutschl and
Urska Cvek and
Marjan Trutschl},
editor = {Donatello Conte and
Ana Fred and
Oleg Gusikhin and
Carlo Sansone},
title = {Using Artificial Intelligence to Reduce the Risk of Transfusion Hemolytic
Reactions},
booktitle = {Deep Learning Theory and Applications - 4th International Conference,
DeLTA 2023, Rome, Italy, July 13-14, 2023, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1875},
pages = {223--234},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39059-3\_15},
doi = {10.1007/978-3-031-39059-3\_15},
timestamp = {Tue, 01 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/TrutschlCT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/XiaKDQ23,
author = {Derun Xia and
Yi{-}An Ko and
Shivang Desai and
Arshed A. Quyyumi},
editor = {Donatello Conte and
Ana Fred and
Oleg Gusikhin and
Carlo Sansone},
title = {Dynamic Prediction of Survival Status in Patients Undergoing Cardiac
Catheterization Using a Joint Modeling Approach},
booktitle = {Deep Learning Theory and Applications - 4th International Conference,
DeLTA 2023, Rome, Italy, July 13-14, 2023, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1875},
pages = {56--70},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39059-3\_4},
doi = {10.1007/978-3-031-39059-3\_4},
timestamp = {Tue, 01 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/XiaKDQ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/YazdiPH23,
author = {Mohammad Amin Yazdi and
Marius Politze and
Benedikt Heinrichs},
editor = {Donatello Conte and
Ana Fred and
Oleg Gusikhin and
Carlo Sansone},
title = {Research Data Reusability with Content-Based Recommender System},
booktitle = {Deep Learning Theory and Applications - 4th International Conference,
DeLTA 2023, Rome, Italy, July 13-14, 2023, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1875},
pages = {143--156},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39059-3\_10},
doi = {10.1007/978-3-031-39059-3\_10},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/YazdiPH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/ZavarroneF23,
author = {Emma Zavarrone and
Alessia Forciniti},
editor = {Donatello Conte and
Ana Fred and
Oleg Gusikhin and
Carlo Sansone},
title = {{CSR} {\&} Sentiment Analysis: {A} New Customized Dictionary},
booktitle = {Deep Learning Theory and Applications - 4th International Conference,
DeLTA 2023, Rome, Italy, July 13-14, 2023, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1875},
pages = {466--479},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39059-3\_31},
doi = {10.1007/978-3-031-39059-3\_31},
timestamp = {Sat, 05 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/ZavarroneF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/delta2/2021s,
editor = {Ana Fred and
Carlo Sansone and
Kurosh Madani},
title = {Deep Learning Theory and Applications - First International Conference,
DeLTA 2020, Virtual Event, July 8-10, 2020, and Second International
Conference, DeLTA 2021, Virtual Event, July 7-9, 2021, Revised Selected
Papers},
series = {Communications in Computer and Information Science},
volume = {1854},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-37320-6},
doi = {10.1007/978-3-031-37320-6},
isbn = {978-3-031-37319-0},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/2021s.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/delta2/2022s,
editor = {Ana Fred and
Carlo Sansone and
Oleg Gusikhin and
Kurosh Madani},
title = {Deep Learning Theory and Applications - Third International Conference,
DeLTA 2022, Lisbon, Portugal, July 12-14, 2022, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1858},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-37317-6},
doi = {10.1007/978-3-031-37317-6},
isbn = {978-3-031-37316-9},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/2022s.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/delta2/2023,
editor = {Donatello Conte and
Ana Fred and
Oleg Gusikhin and
Carlo Sansone},
title = {Deep Learning Theory and Applications - 4th International Conference,
DeLTA 2023, Rome, Italy, July 13-14, 2023, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1875},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-39059-3},
doi = {10.1007/978-3-031-39059-3},
isbn = {978-3-031-39058-6},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/0002S22,
author = {Stefano Marrone and
Carlo Sansone},
editor = {Ana Fred and
Carlo Sansone and
Oleg Gusikhin and
Kurosh Madani},
title = {Identifying Users' Emotional States through Keystroke Dynamics},
booktitle = {Proceedings of the 3rd International Conference on Deep Learning Theory
and Applications, DeLTA 2022, Lisbon, Portugal, July 12-14, 2022},
pages = {207--214},
publisher = {{SCITEPRESS}},
year = {2022},
url = {https://doi.org/10.5220/0011367300003277},
doi = {10.5220/0011367300003277},
timestamp = {Tue, 13 Aug 2024 14:18:08 +0200},
biburl = {https://dblp.org/rec/conf/delta2/0002S22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/0005E22,
author = {Daniel Lehmann and
Marc Ebner},
editor = {Ana Fred and
Carlo Sansone and
Oleg Gusikhin and
Kurosh Madani},
title = {Calculating the Credibility of Test Samples at Inference by a Layer-wise
Activation Cluster Analysis of Convolutional Neural Networks},
booktitle = {Proceedings of the 3rd International Conference on Deep Learning Theory
and Applications, DeLTA 2022, Lisbon, Portugal, July 12-14, 2022},
pages = {34--43},
publisher = {{SCITEPRESS}},
year = {2022},
url = {https://doi.org/10.5220/0011274000003277},
doi = {10.5220/0011274000003277},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/delta2/0005E22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/0005E22a,
author = {Daniel Lehmann and
Marc Ebner},
editor = {Ana Fred and
Carlo Sansone and
Oleg Gusikhin and
Kurosh Madani},
title = {Reliable Classification of Images by Calculating Their Credibility
Using a Layer-Wise Activation Cluster Analysis of CNNs},
booktitle = {Deep Learning Theory and Applications - Third International Conference,
DeLTA 2022, Lisbon, Portugal, July 12-14, 2022, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1858},
pages = {33--55},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-37317-6\_3},
doi = {10.1007/978-3-031-37317-6\_3},
timestamp = {Tue, 13 Aug 2024 14:18:08 +0200},
biburl = {https://dblp.org/rec/conf/delta2/0005E22a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/AnowarSD22,
author = {Farzana Anowar and
Samira Sadaoui and
Hardik Dalal},
editor = {Ana Fred and
Carlo Sansone and
Oleg Gusikhin and
Kurosh Madani},
title = {An Ensemble-based Dimensionality Reduction for Service Monitoring
Time-series},
booktitle = {Proceedings of the 3rd International Conference on Deep Learning Theory
and Applications, DeLTA 2022, Lisbon, Portugal, July 12-14, 2022},
pages = {117--124},
publisher = {{SCITEPRESS}},
year = {2022},
url = {https://doi.org/10.5220/0011273700003277},
doi = {10.5220/0011273700003277},
timestamp = {Mon, 31 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/AnowarSD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/AversanoBCCEIPS22,
author = {Lerina Aversano and
Mario Luca Bernardi and
Vincenzo Calgano and
Marta Cimitile and
Concetta Esposito and
Martina Iammarino and
Marco Pisco and
Sara Spaziani and
Chiara Verdone},
editor = {Ana Fred and
Carlo Sansone and
Oleg Gusikhin and
Kurosh Madani},
title = {Using Machine Learning for Classification of Cancer Cells from Raman
Spectroscopy},
booktitle = {Proceedings of the 3rd International Conference on Deep Learning Theory
and Applications, DeLTA 2022, Lisbon, Portugal, July 12-14, 2022},
pages = {15--24},
publisher = {{SCITEPRESS}},
year = {2022},
url = {https://doi.org/10.5220/0011142600003277},
doi = {10.5220/0011142600003277},
timestamp = {Mon, 31 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/AversanoBCCEIPS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/BogdanoskiMT22,
author = {Konstantin Bogdanoski and
Kostadin Mishev and
Dimitar Trajanov},
editor = {Ana Fred and
Carlo Sansone and
Oleg Gusikhin and
Kurosh Madani},
title = {Blanket Clusterer: {A} Tool for Automating the Clustering in Unsupervised
Learning},
booktitle = {Proceedings of the 3rd International Conference on Deep Learning Theory
and Applications, DeLTA 2022, Lisbon, Portugal, July 12-14, 2022},
pages = {125--131},
publisher = {{SCITEPRESS}},
year = {2022},
url = {https://doi.org/10.5220/0011276000003277},
doi = {10.5220/0011276000003277},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/BogdanoskiMT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/ChoromanskiKSPO22,
author = {Kamil Choromanski and
Joanna Kozakiewicz and
Mateusz Sobucki and
Magdalena Pilarska{-}Mazurek and
Robert Olszewski},
editor = {Ana Fred and
Carlo Sansone and
Oleg Gusikhin and
Kurosh Madani},
title = {Analysis of Ensemble of Neural Networks and Fuzzy Logic Classification
in Process of Semantic Segmentation of Martian Geomorphological Settings},
booktitle = {Proceedings of the 3rd International Conference on Deep Learning Theory
and Applications, DeLTA 2022, Lisbon, Portugal, July 12-14, 2022},
pages = {184--192},
publisher = {{SCITEPRESS}},
year = {2022},
url = {https://doi.org/10.5220/0011315200003277},
doi = {10.5220/0011315200003277},
timestamp = {Mon, 31 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/ChoromanskiKSPO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/FernandesM22,
author = {Mariana Fidalgo Fernandes and
Plinio Moreno},
editor = {Ana Fred and
Carlo Sansone and
Oleg Gusikhin and
Kurosh Madani},
title = {Open-domain Conversational Agent based on Pre-trained Transformers
for Human-Robot Interaction},
booktitle = {Proceedings of the 3rd International Conference on Deep Learning Theory
and Applications, DeLTA 2022, Lisbon, Portugal, July 12-14, 2022},
pages = {168--175},
publisher = {{SCITEPRESS}},
year = {2022},
url = {https://doi.org/10.5220/0011300800003277},
doi = {10.5220/0011300800003277},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/FernandesM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/Freitas22,
author = {Jo{\~{a}}o Freitas},
editor = {Ana Fred and
Carlo Sansone and
Oleg Gusikhin and
Kurosh Madani},
title = {Ethical Creation of Ethical Data},
booktitle = {Proceedings of the 3rd International Conference on Deep Learning Theory
and Applications, DeLTA 2022, Lisbon, Portugal, July 12-14, 2022},
pages = {9},
publisher = {{SCITEPRESS}},
year = {2022},
timestamp = {Wed, 03 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/Freitas22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/GalatoloPSGZC22,
author = {Gabriele Galatolo and
Matteo Papi and
Andrea Spinelli and
Guglielmo Giomi and
Andrea Zedda and
Marco Calderisi},
editor = {Ana Fred and
Carlo Sansone and
Oleg Gusikhin and
Kurosh Madani},
title = {Creating an Automatic Road Sign Inventory System using a Fully Deep
Learning-based Approach},
booktitle = {Proceedings of the 3rd International Conference on Deep Learning Theory
and Applications, DeLTA 2022, Lisbon, Portugal, July 12-14, 2022},
pages = {102--109},
publisher = {{SCITEPRESS}},
year = {2022},
url = {https://doi.org/10.5220/0011266100003277},
doi = {10.5220/0011266100003277},
timestamp = {Mon, 31 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/GalatoloPSGZC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/Irani22,
author = {Michal Irani},
editor = {Ana Fred and
Carlo Sansone and
Oleg Gusikhin and
Kurosh Madani},
title = {"Deep Internal Learning": Deep Learning and Visual Inference without
Prior Examples},
booktitle = {Proceedings of the 3rd International Conference on Deep Learning Theory
and Applications, DeLTA 2022, Lisbon, Portugal, July 12-14, 2022},
pages = {7},
publisher = {{SCITEPRESS}},
year = {2022},
timestamp = {Wed, 03 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/Irani22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/KatkoriaS22,
author = {Dhvani Katkoria and
Jaya Sreevalsan{-}Nair},
editor = {Ana Fred and
Carlo Sansone and
Oleg Gusikhin and
Kurosh Madani},
title = {RoSELS: Road Surface Extraction for 3D Automotive LiDAR Point Cloud
Sequence},
booktitle = {Proceedings of the 3rd International Conference on Deep Learning Theory
and Applications, DeLTA 2022, Lisbon, Portugal, July 12-14, 2022},
pages = {55--67},
publisher = {{SCITEPRESS}},
year = {2022},
url = {https://doi.org/10.5220/0011301700003277},
doi = {10.5220/0011301700003277},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/KatkoriaS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/KatkoriaS22a,
author = {Dhvani Katkoria and
Jaya Sreevalsan{-}Nair},
editor = {Ana Fred and
Carlo Sansone and
Oleg Gusikhin and
Kurosh Madani},
title = {Evaluating and Improving RoSELS for Road Surface Extraction from 3D
Automotive LiDAR Point Cloud Sequences},
booktitle = {Deep Learning Theory and Applications - Third International Conference,
DeLTA 2022, Lisbon, Portugal, July 12-14, 2022, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1858},
pages = {98--120},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-37317-6\_6},
doi = {10.1007/978-3-031-37317-6\_6},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/KatkoriaS22a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/KirchbuchnerAWK22,
author = {Florian Kirchbuchner and
Moritz Andres and
Julian von Wilmsdorff and
Arjan Kuijper},
editor = {Ana Fred and
Carlo Sansone and
Oleg Gusikhin and
Kurosh Madani},
title = {Neural Networks for Indoor Localization based on Electric Field Sensing},
booktitle = {Proceedings of the 3rd International Conference on Deep Learning Theory
and Applications, DeLTA 2022, Lisbon, Portugal, July 12-14, 2022},
pages = {25--33},
publisher = {{SCITEPRESS}},
year = {2022},
url = {https://doi.org/10.5220/0011266300003277},
doi = {10.5220/0011266300003277},
timestamp = {Mon, 31 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/KirchbuchnerAWK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/KuzmicR22,
author = {Jurij Kuzmic and
G{\"{u}}nter Rudolph},
editor = {Ana Fred and
Carlo Sansone and
Oleg Gusikhin and
Kurosh Madani},
title = {Real-time Distance Measurement in a 2D Image on Hardware with Limited
Resources for Low-power IoT Devices (Radar Control System)},
booktitle = {Proceedings of the 3rd International Conference on Deep Learning Theory
and Applications, DeLTA 2022, Lisbon, Portugal, July 12-14, 2022},
pages = {94--101},
publisher = {{SCITEPRESS}},
year = {2022},
url = {https://doi.org/10.5220/0011188100003277},
doi = {10.5220/0011188100003277},
timestamp = {Mon, 31 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/KuzmicR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/LokononH22,
author = {Murielle Souvenir Lokonon and
Vinas{\'{e}}tan Ratheil Houndji},
editor = {Ana Fred and
Carlo Sansone and
Oleg Gusikhin and
Kurosh Madani},
title = {Automatic {UML} Defects Detection based on Image of Diagram},
booktitle = {Proceedings of the 3rd International Conference on Deep Learning Theory
and Applications, DeLTA 2022, Lisbon, Portugal, July 12-14, 2022},
pages = {193--198},
publisher = {{SCITEPRESS}},
year = {2022},
url = {https://doi.org/10.5220/0011316900003277},
doi = {10.5220/0011316900003277},
timestamp = {Mon, 31 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/LokononH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/LoumponiasKTVK22,
author = {Kostas Loumponias and
Andreas Kosmatopoulos and
Theodora Tsikrika and
Stefanos Vrochidis and
Ioannis Kompatsiaris},
editor = {Ana Fred and
Carlo Sansone and
Oleg Gusikhin and
Kurosh Madani},
title = {A Faster Converging Negative Sampling for the Graph Embedding Process
in Community Detection and Link Prediction Tasks},
booktitle = {Proceedings of the 3rd International Conference on Deep Learning Theory
and Applications, DeLTA 2022, Lisbon, Portugal, July 12-14, 2022},
pages = {86--93},
publisher = {{SCITEPRESS}},
year = {2022},
url = {https://doi.org/10.5220/0011142000003277},
doi = {10.5220/0011142000003277},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/LoumponiasKTVK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/LoumponiasKTVK22a,
author = {Kostas Loumponias and
Andreas Kosmatopoulos and
Theodora Tsikrika and
Stefanos Vrochidis and
Ioannis Kompatsiaris},
editor = {Ana Fred and
Carlo Sansone and
Oleg Gusikhin and
Kurosh Madani},
title = {Modified SkipGram Negative Sampling Model for Faster Convergence of
Graph Embedding},
booktitle = {Deep Learning Theory and Applications - Third International Conference,
DeLTA 2022, Lisbon, Portugal, July 12-14, 2022, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1858},
pages = {1--16},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-37317-6\_1},
doi = {10.1007/978-3-031-37317-6\_1},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/LoumponiasKTVK22a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/MachadoCMB22,
author = {Ana Rita Bamans{\'{a}} Siles Machado and
Heitor Cardoso and
Plinio Moreno and
Alexandre Bernardino},
editor = {Ana Fred and
Carlo Sansone and
Oleg Gusikhin and
Kurosh Madani},
title = {Active Data Collection of Health Data in Mobile Devices},
booktitle = {Proceedings of the 3rd International Conference on Deep Learning Theory
and Applications, DeLTA 2022, Lisbon, Portugal, July 12-14, 2022},
pages = {160--167},
publisher = {{SCITEPRESS}},
year = {2022},
url = {https://doi.org/10.5220/0011300700003277},
doi = {10.5220/0011300700003277},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/MachadoCMB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/MarcusKES22,
author = {Richard Marcus and
Niklas Knoop and
Bernhard Egger and
Marc Stamminger},
editor = {Ana Fred and
Carlo Sansone and
Oleg Gusikhin and
Kurosh Madani},
title = {A Lightweight Machine Learning Pipeline for LiDAR-simulation},
booktitle = {Proceedings of the 3rd International Conference on Deep Learning Theory
and Applications, DeLTA 2022, Lisbon, Portugal, July 12-14, 2022},
pages = {176--183},
publisher = {{SCITEPRESS}},
year = {2022},
url = {https://doi.org/10.5220/0011309100003277},
doi = {10.5220/0011309100003277},
timestamp = {Mon, 31 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/MarcusKES22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/MarquesFMCBM22,
author = {Jo{\~{a}}o Marques and
Francisco Faria and
Rita Machado and
Heitor Cardoso and
Alexandre Bernardino and
Plinio Moreno},
editor = {Ana Fred and
Carlo Sansone and
Oleg Gusikhin and
Kurosh Madani},
title = {Active Collection of Well-Being and Health Data in Mobile Devices},
booktitle = {Deep Learning Theory and Applications - Third International Conference,
DeLTA 2022, Lisbon, Portugal, July 12-14, 2022, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1858},
pages = {17--32},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-37317-6\_2},
doi = {10.1007/978-3-031-37317-6\_2},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/MarquesFMCBM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/MengisteBTWT22,
author = {Tadele Mengiste and
Birhanu Hailu Belay and
Bezawork Tilahun and
Tsiyon Worku and
Tesfa Tegegne},
editor = {Ana Fred and
Carlo Sansone and
Oleg Gusikhin and
Kurosh Madani},
title = {RRConvNet: Recursive-residual Network for Real-life Character Image
Recognition},
booktitle = {Proceedings of the 3rd International Conference on Deep Learning Theory
and Applications, DeLTA 2022, Lisbon, Portugal, July 12-14, 2022},
pages = {110--116},
publisher = {{SCITEPRESS}},
year = {2022},
url = {https://doi.org/10.5220/0011270400003277},
doi = {10.5220/0011270400003277},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/MengisteBTWT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/MitreskaPMS22,
author = {Maja Mitreska and
Tashko Pavlov and
Kostadin Mishev and
Monika Simjanoska},
editor = {Ana Fred and
Carlo Sansone and
Oleg Gusikhin and
Kurosh Madani},
title = {xAMR: Cross-lingual {AMR} End-to-End Pipeline},
booktitle = {Proceedings of the 3rd International Conference on Deep Learning Theory
and Applications, DeLTA 2022, Lisbon, Portugal, July 12-14, 2022},
pages = {132--139},
publisher = {{SCITEPRESS}},
year = {2022},
url = {https://doi.org/10.5220/0011276500003277},
doi = {10.5220/0011276500003277},
timestamp = {Mon, 31 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/MitreskaPMS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/ParolaGTC22,
author = {Marco Parola and
Federico A. Galatolo and
Matteo Torzoni and
Mario G. C. A. Cimino},
editor = {Ana Fred and
Carlo Sansone and
Oleg Gusikhin and
Kurosh Madani},
title = {Convolutional Neural Networks for Structural Damage Localization on
Digital Twins},
booktitle = {Deep Learning Theory and Applications - Third International Conference,
DeLTA 2022, Lisbon, Portugal, July 12-14, 2022, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1858},
pages = {78--97},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-37317-6\_5},
doi = {10.1007/978-3-031-37317-6\_5},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/ParolaGTC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/ParolaGTCV22,
author = {Marco Parola and
Federico A. Galatolo and
Matteo Torzoni and
Mario G. C. A. Cimino and
Gigliola Vaglini},
editor = {Ana Fred and
Carlo Sansone and
Oleg Gusikhin and
Kurosh Madani},
title = {Structural Damage Localization via Deep Learning and IoT Enabled Digital
Twin},
booktitle = {Proceedings of the 3rd International Conference on Deep Learning Theory
and Applications, DeLTA 2022, Lisbon, Portugal, July 12-14, 2022},
pages = {199--206},
publisher = {{SCITEPRESS}},
year = {2022},
url = {https://doi.org/10.5220/0011320600003277},
doi = {10.5220/0011320600003277},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/ParolaGTCV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/Pitas22,
author = {Ioannis Pitas},
editor = {Ana Fred and
Carlo Sansone and
Oleg Gusikhin and
Kurosh Madani},
title = {Deep Learning Methods for Human Posture Estimation},
booktitle = {Proceedings of the 3rd International Conference on Deep Learning Theory
and Applications, DeLTA 2022, Lisbon, Portugal, July 12-14, 2022},
pages = {5},
publisher = {{SCITEPRESS}},
year = {2022},
timestamp = {Wed, 03 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/Pitas22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/RamakrishnanBG22,
author = {Kalaimagal Ramakrishnan and
Vimala Balakrishnan and
Kumanan Govaichelvan},
editor = {Ana Fred and
Carlo Sansone and
Oleg Gusikhin and
Kurosh Madani},
title = {Linguistic Feature-based Classification for Anger and Anticipation
using Machine Learning},
booktitle = {Proceedings of the 3rd International Conference on Deep Learning Theory
and Applications, DeLTA 2022, Lisbon, Portugal, July 12-14, 2022},
pages = {140--147},
publisher = {{SCITEPRESS}},
year = {2022},
url = {https://doi.org/10.5220/0011289300003277},
doi = {10.5220/0011289300003277},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/RamakrishnanBG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/RezaeiT22,
author = {Mehrdad Rezaei and
Nasseh Tabrizi},
editor = {Ana Fred and
Carlo Sansone and
Oleg Gusikhin and
Kurosh Madani},
title = {Recommender System using Reinforcement Learning: {A} Survey},
booktitle = {Proceedings of the 3rd International Conference on Deep Learning Theory
and Applications, DeLTA 2022, Lisbon, Portugal, July 12-14, 2022},
pages = {148--159},
publisher = {{SCITEPRESS}},
year = {2022},
url = {https://doi.org/10.5220/0011300300003277},
doi = {10.5220/0011300300003277},
timestamp = {Mon, 31 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/RezaeiT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/SilvaF22,
author = {Diogo Lopes da Silva and
Ant{\'{o}}nio Ramires Fernandes},
editor = {Ana Fred and
Carlo Sansone and
Oleg Gusikhin and
Kurosh Madani},
title = {Bridging the Gap between Real and Synthetic Traffic Sign Repositories},
booktitle = {Proceedings of the 3rd International Conference on Deep Learning Theory
and Applications, DeLTA 2022, Lisbon, Portugal, July 12-14, 2022},
pages = {44--54},
publisher = {{SCITEPRESS}},
year = {2022},
url = {https://doi.org/10.5220/0011301100003277},
doi = {10.5220/0011301100003277},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/SilvaF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/SilvaF22a,
author = {Diogo Lopes da Silva and
Ant{\'{o}}nio Ramires Fernandes},
editor = {Ana Fred and
Carlo Sansone and
Oleg Gusikhin and
Kurosh Madani},
title = {Traffic Sign Repositories: Bridging the Gap Between Real and Synthetic
Data},
booktitle = {Deep Learning Theory and Applications - Third International Conference,
DeLTA 2022, Lisbon, Portugal, July 12-14, 2022, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {1858},
pages = {56--77},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-37317-6\_4},
doi = {10.1007/978-3-031-37317-6\_4},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/SilvaF22a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/SouzaAFVCGIJSFA22,
author = {Luiz Sergio {de Souza} and
Solange Nice Alves{-}Souza and
Lucia Vilela Leite Filgueiras and
Leandro Manuel Reis Velloso and
Mailson Fontes de Carvalho and
Luciano An{\'{\i}}sio Garcia and
M{\'{a}}rcia Ito and
Johne Marcus Jarske and
T{\^{a}}nia Let{\'{\i}}cia dos Santos and
Henrique Mathias Fernandes and
Gabriela Momberg Ara{\'{u}}jo and
Wesley Louren{\c{c}}o Barbosa},
editor = {Ana Fred and
Carlo Sansone and
Oleg Gusikhin and
Kurosh Madani},
title = {Forecast of Dengue Cases based on the Deep Learning Approach: {A}
Case Study for a Brazilian City},
booktitle = {Proceedings of the 3rd International Conference on Deep Learning Theory
and Applications, DeLTA 2022, Lisbon, Portugal, July 12-14, 2022},
pages = {71--76},
publisher = {{SCITEPRESS}},
year = {2022},
url = {https://doi.org/10.5220/0011135500003277},
doi = {10.5220/0011135500003277},
timestamp = {Wed, 27 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/SouzaAFVCGIJSFA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/SzeghyAFMML22,
author = {D{\'{a}}vid Szeghy and
Mahmoud Aslan and
{\'{A}}ron F{\'{o}}thi and
Bal{\'{a}}zs M{\'{e}}sz{\'{a}}ros and
Zolt{\'{a}}n {\'{A}}d{\'{a}}m Milacski and
Andr{\'{a}}s Lorincz},
editor = {Ana Fred and
Carlo Sansone and
Oleg Gusikhin and
Kurosh Madani},
title = {Structural Extensions of Basis Pursuit: Guarantees on Adversarial
Robustness},
booktitle = {Proceedings of the 3rd International Conference on Deep Learning Theory
and Applications, DeLTA 2022, Lisbon, Portugal, July 12-14, 2022},
pages = {77--85},
publisher = {{SCITEPRESS}},
year = {2022},
url = {https://doi.org/10.5220/0011138900003277},
doi = {10.5220/0011138900003277},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/SzeghyAFMML22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/delta2/2022,
editor = {Ana Fred and
Carlo Sansone and
Oleg Gusikhin and
Kurosh Madani},
title = {Proceedings of the 3rd International Conference on Deep Learning Theory
and Applications, DeLTA 2022, Lisbon, Portugal, July 12-14, 2022},
publisher = {{SCITEPRESS}},
year = {2022},
url = {https://doi.org/10.5220/0000163000003277},
doi = {10.5220/0000163000003277},
isbn = {978-989-758-584-5},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta/0001CGVHM21,
author = {Kunal Banerjee and
Vishak Prasad C. and
Rishi Raj Gupta and
Kartik Vyas and
Anushree H. and
Biswajit Mishra},
editor = {Ana Fred and
Carlo Sansone and
Kurosh Madani},
title = {Exploring Alternatives to Softmax Function},
booktitle = {Proceedings of the 2nd International Conference on Deep Learning Theory
and Applications, DeLTA 2021, Online Streaming, July 7-9, 2021},
pages = {81--86},
publisher = {{SCITEPRESS}},
year = {2021},
url = {https://doi.org/10.5220/0010502000810086},
doi = {10.5220/0010502000810086},
timestamp = {Tue, 13 Aug 2024 14:18:08 +0200},
biburl = {https://dblp.org/rec/conf/delta/0001CGVHM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta/AlharbiAC21,
author = {Yassir Alharbi and
Daniel Arribas{-}Bel and
Frans Coenen},
editor = {Ana Fred and
Carlo Sansone and
Kurosh Madani},
title = {Sustainable Development Goals Monitoring and Forecasting using Time
Series Analysis},
booktitle = {Proceedings of the 2nd International Conference on Deep Learning Theory
and Applications, DeLTA 2021, Online Streaming, July 7-9, 2021},
pages = {123--131},
publisher = {{SCITEPRESS}},
year = {2021},
url = {https://doi.org/10.5220/0010546101230131},
doi = {10.5220/0010546101230131},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta/AlharbiAC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta/Andre21,
author = {Elisabeth Andr{\'{e}}},
editor = {Ana Fred and
Carlo Sansone and
Kurosh Madani},
title = {Leveraging Deep Learning for Mental Health Promotion},
booktitle = {Proceedings of the 2nd International Conference on Deep Learning Theory
and Applications, DeLTA 2021, Online Streaming, July 7-9, 2021},
pages = {11},
publisher = {{SCITEPRESS}},
year = {2021},
timestamp = {Sun, 12 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta/Andre21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta/BryceUMC21,
author = {Robert M. Bryce and
Ryuichi Ueno and
Christopher McDonald and
Dragos Calitoiu},
editor = {Ana Fred and
Carlo Sansone and
Kurosh Madani},
title = {Tailored Military Recruitment through Machine Learning Algorithms},
booktitle = {Proceedings of the 2nd International Conference on Deep Learning Theory
and Applications, DeLTA 2021, Online Streaming, July 7-9, 2021},
pages = {87--92},
publisher = {{SCITEPRESS}},
year = {2021},
url = {https://doi.org/10.5220/0010506500870092},
doi = {10.5220/0010506500870092},
timestamp = {Sun, 12 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta/BryceUMC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta/Caputo21,
author = {Barbara Caputo},
editor = {Ana Fred and
Carlo Sansone and
Kurosh Madani},
title = {Towards Recognizing New Semantic Concepts in New Visual Domains},
booktitle = {Proceedings of the 2nd International Conference on Deep Learning Theory
and Applications, DeLTA 2021, Online Streaming, July 7-9, 2021},
pages = {7},
publisher = {{SCITEPRESS}},
year = {2021},
timestamp = {Sun, 12 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta/Caputo21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta/DiaCBLGB21,
author = {Kassem Dia and
Vanna Lisa Coli and
Laure Blanc{-}F{\'{e}}raud and
Juliette Leblond and
Louise Gomart and
Didier Binder},
editor = {Ana Fred and
Carlo Sansone and
Kurosh Madani},
title = {Applications of Learning Methods to Imaging Issues in Archaeology,
Regarding Ancient Ceramic Manufacturing},
booktitle = {Proceedings of the 2nd International Conference on Deep Learning Theory
and Applications, DeLTA 2021, Online Streaming, July 7-9, 2021},
pages = {109--116},
publisher = {{SCITEPRESS}},
year = {2021},
url = {https://doi.org/10.5220/0010519101090116},
doi = {10.5220/0010519101090116},
timestamp = {Sun, 12 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta/DiaCBLGB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta/JacobGAB21,
author = {Tobias Jacob and
Raffaele Galliera and
Muddasar Ali and
Sikha Bagui},
editor = {Ana Fred and
Carlo Sansone and
Kurosh Madani},
title = {Marine Vessel Tracking using a Monocular Camera},
booktitle = {Proceedings of the 2nd International Conference on Deep Learning Theory
and Applications, DeLTA 2021, Online Streaming, July 7-9, 2021},
pages = {17--28},
publisher = {{SCITEPRESS}},
year = {2021},
url = {https://doi.org/10.5220/0010516000170028},
doi = {10.5220/0010516000170028},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta/JacobGAB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta/Kind21,
author = {Matias Carrasco Kind},
editor = {Ana Fred and
Carlo Sansone and
Kurosh Madani},
title = {More than Meets the Eye: Towards an Artificial Intelligence Observatory},
booktitle = {Proceedings of the 2nd International Conference on Deep Learning Theory
and Applications, DeLTA 2021, Online Streaming, July 7-9, 2021},
pages = {5},
publisher = {{SCITEPRESS}},
year = {2021},
timestamp = {Sun, 12 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta/Kind21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta/KloserKKZ21,
author = {Lars Kl{\"{o}}ser and
Philipp Kohl and
Bodo Kraft and
Albert Z{\"{u}}ndorf},
editor = {Ana Fred and
Carlo Sansone and
Kurosh Madani},
title = {Multi-Attribute Relation Extraction {(MARE):} Simplifying the Application
of Relation Extraction},
booktitle = {Proceedings of the 2nd International Conference on Deep Learning Theory
and Applications, DeLTA 2021, Online Streaming, July 7-9, 2021},
pages = {148--156},
publisher = {{SCITEPRESS}},
year = {2021},
url = {https://doi.org/10.5220/0010559201480156},
doi = {10.5220/0010559201480156},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta/KloserKKZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta/LinYL21,
author = {Yan{-}Yu Lin and
Chia Ching Yu and
Chuen Horng Lin},
editor = {Ana Fred and
Carlo Sansone and
Kurosh Madani},
title = {Automatically Segmentation the Car Parts and Generate a Large Car
Texture Images},
booktitle = {Proceedings of the 2nd International Conference on Deep Learning Theory
and Applications, DeLTA 2021, Online Streaming, July 7-9, 2021},
pages = {185--190},
publisher = {{SCITEPRESS}},
year = {2021},
url = {https://doi.org/10.5220/0010601301850190},
doi = {10.5220/0010601301850190},
timestamp = {Sun, 12 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta/LinYL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta/LiuSM21,
author = {Yaguang Liu and
Lisa Singh and
Zeina Mneimneh},
editor = {Ana Fred and
Carlo Sansone and
Kurosh Madani},
title = {A Comparative Analysis of Classic and Deep Learning Models for Inferring
Gender and Age of Twitter Users},
booktitle = {Proceedings of the 2nd International Conference on Deep Learning Theory
and Applications, DeLTA 2021, Online Streaming, July 7-9, 2021},
pages = {48--58},
publisher = {{SCITEPRESS}},
year = {2021},
url = {https://doi.org/10.5220/0010559500480058},
doi = {10.5220/0010559500480058},
timestamp = {Sun, 12 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta/LiuSM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta/LukasG21,
author = {Ondrej Luk{\'{a}}s and
Sebastian Garc{\'{\i}}a},
editor = {Ana Fred and
Carlo Sansone and
Kurosh Madani},
title = {Deep Generative Models to Extend Active Directory Graphs with Honeypot
Users},
booktitle = {Proceedings of the 2nd International Conference on Deep Learning Theory
and Applications, DeLTA 2021, Online Streaming, July 7-9, 2021},
pages = {140--147},
publisher = {{SCITEPRESS}},
year = {2021},
url = {https://doi.org/10.5220/0010556601400147},
doi = {10.5220/0010556601400147},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta/LukasG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta/MagnussonAZLH21,
author = {Jannes Magnusson and
Ahmed J. Afifi and
Shengjia Zhang and
Andreas Ley and
Olaf Hellwich},
editor = {Ana Fred and
Carlo Sansone and
Kurosh Madani},
title = {Synthesizing Fundus Photographies for Training Segmentation Networks},
booktitle = {Proceedings of the 2nd International Conference on Deep Learning Theory
and Applications, DeLTA 2021, Online Streaming, July 7-9, 2021},
pages = {67--78},
publisher = {{SCITEPRESS}},
year = {2021},
url = {https://doi.org/10.5220/0010618100670078},
doi = {10.5220/0010618100670078},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta/MagnussonAZLH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta/MaltaPF21,
author = {Silvestre Malta and
Pedro Pinto and
Manuel Fern{\'{a}}ndez{-}Veiga},
editor = {Ana Fred and
Carlo Sansone and
Kurosh Madani},
title = {Using Syntactic Similarity to Shorten the Training Time of Deep Learning
Models using Time Series Datasets: {A} Case Study},
booktitle = {Proceedings of the 2nd International Conference on Deep Learning Theory
and Applications, DeLTA 2021, Online Streaming, July 7-9, 2021},
pages = {93--100},
publisher = {{SCITEPRESS}},
year = {2021},
url = {https://doi.org/10.5220/0010515700930100},
doi = {10.5220/0010515700930100},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta/MaltaPF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta/MertesLKDDA21,
author = {Silvan Mertes and
Florian Lingenfelser and
Thomas Kiderle and
Michael Dietz and
Lama Diab and
Elisabeth Andr{\'{e}}},
editor = {Ana Fred and
Carlo Sansone and
Kurosh Madani},
title = {Continuous Emotions: Exploring Label Interpolation in Conditional
Generative Adversarial Networks for Face Generation},
booktitle = {Proceedings of the 2nd International Conference on Deep Learning Theory
and Applications, DeLTA 2021, Online Streaming, July 7-9, 2021},
pages = {132--139},
publisher = {{SCITEPRESS}},
year = {2021},
url = {https://doi.org/10.5220/0010549401320139},
doi = {10.5220/0010549401320139},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta/MertesLKDDA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta/MiDQ21,
author = {Tao Mi and
Tao Du and
Shouning Qu},
editor = {Ana Fred and
Carlo Sansone and
Kurosh Madani},
title = {A Grid-based Fuzzy C-means Clustering Algorithm with Unknown Number
of Clusters},
booktitle = {Proceedings of the 2nd International Conference on Deep Learning Theory
and Applications, DeLTA 2021, Online Streaming, July 7-9, 2021},
pages = {157--163},
publisher = {{SCITEPRESS}},
year = {2021},
timestamp = {Thu, 24 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/delta/MiDQ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta/OuzounisSPSSS21,
author = {Athanasios G. Ouzounis and
George K. Sidiropoulos and
George A. Papakostas and
Ilias T. Sarafis and
Andreas Stamkos and
George Solakis},
editor = {Ana Fred and
Carlo Sansone and
Kurosh Madani},
title = {Interpretable Deep Learning for Marble Tiles Sorting},
booktitle = {Proceedings of the 2nd International Conference on Deep Learning Theory
and Applications, DeLTA 2021, Online Streaming, July 7-9, 2021},
pages = {101--108},
publisher = {{SCITEPRESS}},
year = {2021},
url = {https://doi.org/10.5220/0010517001010108},
doi = {10.5220/0010517001010108},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/delta/OuzounisSPSSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta/RiederGMS21,
author = {Constantin Rieder and
Markus Germann and
Samuel Mezger and
Klaus{-}Peter Scherer},
editor = {Ana Fred and
Carlo Sansone and
Kurosh Madani},
title = {Approaches towards Resource-saving and Explainability/Transparency
of Deep-learning-based Image Classification in Industrial Applications},
booktitle = {Proceedings of the 2nd International Conference on Deep Learning Theory
and Applications, DeLTA 2021, Online Streaming, July 7-9, 2021},
pages = {164--169},
publisher = {{SCITEPRESS}},
year = {2021},
url = {https://doi.org/10.5220/0010575901640169},
doi = {10.5220/0010575901640169},
timestamp = {Sun, 12 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta/RiederGMS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta/SchererSLL21,
author = {Sebastian A. Scherer and
Robin Sch{\"{o}}n and
Katja Ludwig and
Rainer Lienhart},
editor = {Ana Fred and
Carlo Sansone and
Kurosh Madani},
title = {Unsupervised Domain Extension for Nighttime Semantic Segmentation
in Urban Scenes},
booktitle = {Proceedings of the 2nd International Conference on Deep Learning Theory
and Applications, DeLTA 2021, Online Streaming, July 7-9, 2021},
pages = {38--47},
publisher = {{SCITEPRESS}},
year = {2021},
url = {https://doi.org/10.5220/0010551500380047},
doi = {10.5220/0010551500380047},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/delta/SchererSLL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta/Scotti21,
author = {Fabio Scotti},
editor = {Ana Fred and
Carlo Sansone and
Kurosh Madani},
title = {Deep Learning for Biometric Systems: Applications and Trends},
booktitle = {Proceedings of the 2nd International Conference on Deep Learning Theory
and Applications, DeLTA 2021, Online Streaming, July 7-9, 2021},
pages = {9},
publisher = {{SCITEPRESS}},
year = {2021},
timestamp = {Sun, 12 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta/Scotti21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta/TalukderOTI21,
author = {Mehedi Hasan Talukder and
Shuhei Ota and
Masato Takanokura and
Nobuaki Ishii},
editor = {Ana Fred and
Carlo Sansone and
Kurosh Madani},
title = {Sub-dataset Generation and Matching for Crack Detection on Brick Walls
using Convolutional Neural Networks},
booktitle = {Proceedings of the 2nd International Conference on Deep Learning Theory
and Applications, DeLTA 2021, Online Streaming, July 7-9, 2021},
pages = {191--197},
publisher = {{SCITEPRESS}},
year = {2021},
url = {https://doi.org/10.5220/0010615501910197},
doi = {10.5220/0010615501910197},
timestamp = {Sun, 12 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta/TalukderOTI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta/TervonenSLPKJ21,
author = {Jaakko Tervonen and
Tuomas Sormunen and
Arttu L{\"{a}}ms{\"{a}} and
Johannes Peltola and
Heidi Kananen and
Sari J{\"{a}}rvinen},
editor = {Ana Fred and
Carlo Sansone and
Kurosh Madani},
title = {Predicting Headline Effectiveness in Online News Media using Transfer
Learning with {BERT}},
booktitle = {Proceedings of the 2nd International Conference on Deep Learning Theory
and Applications, DeLTA 2021, Online Streaming, July 7-9, 2021},
pages = {29--37},
publisher = {{SCITEPRESS}},
year = {2021},
url = {https://doi.org/10.5220/0010543000290037},
doi = {10.5220/0010543000290037},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta/TervonenSLPKJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta/TokoL21,
author = {Guy Toko and
Kagisho Losaba},
editor = {Ana Fred and
Carlo Sansone and
Kurosh Madani},
title = {Improving Information Privacy and Security: Strengthening Digital
Literacy in Organisations},
booktitle = {Proceedings of the 2nd International Conference on Deep Learning Theory
and Applications, DeLTA 2021, Online Streaming, July 7-9, 2021},
pages = {117--122},
publisher = {{SCITEPRESS}},
year = {2021},
url = {https://doi.org/10.5220/0010534501170122},
doi = {10.5220/0010534501170122},
timestamp = {Sun, 12 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta/TokoL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta/WangHJ21,
author = {Yulong Wang and
Xiaohui Hu and
Zhe Jia},
editor = {Ana Fred and
Carlo Sansone and
Kurosh Madani},
title = {Filtered Weighted Correction Training Method for Data with Noise Label},
booktitle = {Proceedings of the 2nd International Conference on Deep Learning Theory
and Applications, DeLTA 2021, Online Streaming, July 7-9, 2021},
pages = {177--184},
publisher = {{SCITEPRESS}},
year = {2021},
url = {https://doi.org/10.5220/0010577901770184},
doi = {10.5220/0010577901770184},
timestamp = {Sun, 12 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta/WangHJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta/WangTJ21,
author = {Yulong Wang and
Jingwang Tang and
Zhe Jia},
editor = {Ana Fred and
Carlo Sansone and
Kurosh Madani},
title = {{TC-CNN:} Trajectory Compression based on Convolutional Neural Network},
booktitle = {Proceedings of the 2nd International Conference on Deep Learning Theory
and Applications, DeLTA 2021, Online Streaming, July 7-9, 2021},
pages = {170--176},
publisher = {{SCITEPRESS}},
year = {2021},
url = {https://doi.org/10.5220/0010577801700176},
doi = {10.5220/0010577801700176},
timestamp = {Sun, 12 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta/WangTJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta/YuZ21,
author = {Stanley T. Yu and
Gangming Zhao},
editor = {Ana Fred and
Carlo Sansone and
Kurosh Madani},
title = {Attribute Relation Modeling for Pulmonary Nodule Malignancy Reasoning},
booktitle = {Proceedings of the 2nd International Conference on Deep Learning Theory
and Applications, DeLTA 2021, Online Streaming, July 7-9, 2021},
pages = {59--66},
publisher = {{SCITEPRESS}},
year = {2021},
url = {https://doi.org/10.5220/0010616000590066},
doi = {10.5220/0010616000590066},
timestamp = {Sun, 12 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta/YuZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/AlharbiAC21,
author = {Yassir Alharbi and
Daniel Arribas{-}Bel and
Frans Coenen},
editor = {Ana Fred and
Carlo Sansone and
Kurosh Madani},
title = {Forecasting the {UN} Sustainable Development Goals},
booktitle = {Deep Learning Theory and Applications - First International Conference,
DeLTA 2020, Virtual Event, July 8-10, 2020, and Second International
Conference, DeLTA 2021, Virtual Event, July 7-9, 2021, Revised Selected
Papers},
series = {Communications in Computer and Information Science},
volume = {1854},
pages = {88--110},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-031-37320-6\_5},
doi = {10.1007/978-3-031-37320-6\_5},
timestamp = {Tue, 13 Aug 2024 14:18:08 +0200},
biburl = {https://dblp.org/rec/conf/delta2/AlharbiAC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/FerreiraLV21,
author = {Bruno Georgevich Ferreira and
Bruno Gabriel Cavalcante Lima and
Tiago Figueiredo Vieira},
editor = {Ana Fred and
Carlo Sansone and
Kurosh Madani},
title = {Evaluating Deep Learning Models for the Automatic Inspection of Collective
Protective Equipment},
booktitle = {Deep Learning Theory and Applications - First International Conference,
DeLTA 2020, Virtual Event, July 8-10, 2020, and Second International
Conference, DeLTA 2021, Virtual Event, July 7-9, 2021, Revised Selected
Papers},
series = {Communications in Computer and Information Science},
volume = {1854},
pages = {49--66},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-031-37320-6\_3},
doi = {10.1007/978-3-031-37320-6\_3},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/FerreiraLV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/KurupathiDS21,
author = {Sheela Raju Kurupathi and
Veeru Dumpala and
Didier Stricker},
editor = {Ana Fred and
Carlo Sansone and
Kurosh Madani},
title = {Multi-stage Conditional {GAN} Architectures for Person-Image Generation},
booktitle = {Deep Learning Theory and Applications - First International Conference,
DeLTA 2020, Virtual Event, July 8-10, 2020, and Second International
Conference, DeLTA 2021, Virtual Event, July 7-9, 2021, Revised Selected
Papers},
series = {Communications in Computer and Information Science},
volume = {1854},
pages = {24--48},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-031-37320-6\_2},
doi = {10.1007/978-3-031-37320-6\_2},
timestamp = {Fri, 21 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/KurupathiDS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/LukasG21,
author = {Ondrej Luk{\'{a}}s and
Sebastian Garc{\'{\i}}a},
editor = {Ana Fred and
Carlo Sansone and
Kurosh Madani},
title = {Disrupting Active Directory Attacks with Deep Learning for Organic
Honeyuser Placement},
booktitle = {Deep Learning Theory and Applications - First International Conference,
DeLTA 2020, Virtual Event, July 8-10, 2020, and Second International
Conference, DeLTA 2021, Virtual Event, July 7-9, 2021, Revised Selected
Papers},
series = {Communications in Computer and Information Science},
volume = {1854},
pages = {111--133},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-031-37320-6\_6},
doi = {10.1007/978-3-031-37320-6\_6},
timestamp = {Wed, 17 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/delta2/LukasG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/MertesMGA21,
author = {Silvan Mertes and
Andreas Margraf and
Steffen Geinitz and
Elisabeth Andr{\'{e}}},
editor = {Ana Fred and
Carlo Sansone and
Kurosh Madani},
title = {Alternative Data Augmentation for Industrial Monitoring Using Adversarial
Learning},
booktitle = {Deep Learning Theory and Applications - First International Conference,
DeLTA 2020, Virtual Event, July 8-10, 2020, and Second International
Conference, DeLTA 2021, Virtual Event, July 7-9, 2021, Revised Selected
Papers},
series = {Communications in Computer and Information Science},
volume = {1854},
pages = {1--23},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-031-37320-6\_1},
doi = {10.1007/978-3-031-37320-6\_1},
timestamp = {Wed, 12 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/MertesMGA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/MertesSLKKDA21,
author = {Silvan Mertes and
Dominik Schiller and
Florian Lingenfelser and
Thomas Kiderle and
Valentin Kroner and
Lama Diab and
Elisabeth Andr{\'{e}}},
editor = {Ana Fred and
Carlo Sansone and
Kurosh Madani},
title = {Intercategorical Label Interpolation for Emotional Face Generation
with Conditional Generative Adversarial Networks},
booktitle = {Deep Learning Theory and Applications - First International Conference,
DeLTA 2020, Virtual Event, July 8-10, 2020, and Second International
Conference, DeLTA 2021, Virtual Event, July 7-9, 2021, Revised Selected
Papers},
series = {Communications in Computer and Information Science},
volume = {1854},
pages = {67--87},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-031-37320-6\_4},
doi = {10.1007/978-3-031-37320-6\_4},
timestamp = {Wed, 12 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/MertesSLKKDA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/TalukderOTI21,
author = {Mehedi Hasan Talukder and
Shuhei Ota and
Masato Takanokura and
Nobuaki Ishii},
editor = {Ana Fred and
Carlo Sansone and
Kurosh Madani},
title = {Crack Detection on Brick Walls by Convolutional Neural Networks Using
the Methods of Sub-dataset Generation and Matching},
booktitle = {Deep Learning Theory and Applications - First International Conference,
DeLTA 2020, Virtual Event, July 8-10, 2020, and Second International
Conference, DeLTA 2021, Virtual Event, July 7-9, 2021, Revised Selected
Papers},
series = {Communications in Computer and Information Science},
volume = {1854},
pages = {134--150},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-031-37320-6\_7},
doi = {10.1007/978-3-031-37320-6\_7},
timestamp = {Wed, 12 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/TalukderOTI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/delta2/2021,
editor = {Ana Fred and
Carlo Sansone and
Kurosh Madani},
title = {Proceedings of the 2nd International Conference on Deep Learning Theory
and Applications, DeLTA 2021, Online Streaming, July 7-9, 2021},
publisher = {{SCITEPRESS}},
year = {2021},
url = {https://doi.org/10.5220/0000148800002996},
doi = {10.5220/0000148800002996},
isbn = {978-989-758-526-5},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/AyoubS20,
author = {Naeem Ayoub and
Peter Schneider{-}Kamp},
editor = {Ana Fred and
Kurosh Madani},
title = {Real-time On-board Detection of Components and Faults in an Autonomous
{UAV} System for Power Line Inspection},
booktitle = {Proceedings of the 1st International Conference on Deep Learning Theory
and Applications, DeLTA 2020, Lieusaint, Paris, France, July 8-10,
2020},
pages = {68--75},
publisher = {ScitePress},
year = {2020},
url = {https://doi.org/10.5220/0009826700680075},
doi = {10.5220/0009826700680075},
timestamp = {Tue, 13 Aug 2024 14:18:08 +0200},
biburl = {https://dblp.org/rec/conf/delta2/AyoubS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/ChenC20,
author = {Pu Chen and
Hung{-}Hsuan Chen},
editor = {Ana Fred and
Kurosh Madani},
title = {Accelerating Matrix Factorization by Overparameterization},
booktitle = {Proceedings of the 1st International Conference on Deep Learning Theory
and Applications, DeLTA 2020, Lieusaint, Paris, France, July 8-10,
2020},
pages = {89--97},
publisher = {ScitePress},
year = {2020},
url = {https://doi.org/10.5220/0009885600890097},
doi = {10.5220/0009885600890097},
timestamp = {Wed, 29 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/ChenC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/FerreiraLV20,
author = {Bruno Georgevich Ferreira and
Bruno Gabriel Cavalcante Lima and
Tiago Figueiredo Vieira},
editor = {Ana Fred and
Kurosh Madani},
title = {Visual Inspection of Collective Protection Equipment Conditions with
Mobile Deep Learning Models},
booktitle = {Proceedings of the 1st International Conference on Deep Learning Theory
and Applications, DeLTA 2020, Lieusaint, Paris, France, July 8-10,
2020},
pages = {76--83},
publisher = {ScitePress},
year = {2020},
url = {https://doi.org/10.5220/0009834600760083},
doi = {10.5220/0009834600760083},
timestamp = {Wed, 29 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/FerreiraLV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/KumnuntS20,
author = {Boriharn Kumnunt and
Ohm Sornil},
editor = {Ana Fred and
Kurosh Madani},
title = {Detection of Depression in Thai Social Media Messages using Deep Learning},
booktitle = {Proceedings of the 1st International Conference on Deep Learning Theory
and Applications, DeLTA 2020, Lieusaint, Paris, France, July 8-10,
2020},
pages = {111--118},
publisher = {ScitePress},
year = {2020},
url = {https://doi.org/10.5220/0009970501110118},
doi = {10.5220/0009970501110118},
timestamp = {Wed, 29 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/KumnuntS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/KurupathiMS20,
author = {Sheela Raju Kurupathi and
Pramod Murthy and
Didier Stricker},
editor = {Ana Fred and
Kurosh Madani},
title = {Generation of Human Images with Clothing using Advanced Conditional
Generative Adversarial Networks},
booktitle = {Proceedings of the 1st International Conference on Deep Learning Theory
and Applications, DeLTA 2020, Lieusaint, Paris, France, July 8-10,
2020},
pages = {30--41},
publisher = {ScitePress},
year = {2020},
url = {https://doi.org/10.5220/0009832200300041},
doi = {10.5220/0009832200300041},
timestamp = {Wed, 29 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/KurupathiMS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/Lepetit20,
author = {Vincent Lepetit},
editor = {Ana Fred and
Kurosh Madani},
title = {3D Scene Understanding from a Single Image},
booktitle = {Proceedings of the 1st International Conference on Deep Learning Theory
and Applications, DeLTA 2020, Lieusaint, Paris, France, July 8-10,
2020},
pages = {7},
publisher = {ScitePress},
year = {2020},
timestamp = {Wed, 29 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/Lepetit20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/MertesMKGA20,
author = {Silvan Mertes and
Andreas Margraf and
Christoph Kommer and
Steffen Geinitz and
Elisabeth Andr{\'{e}}},
editor = {Ana Fred and
Kurosh Madani},
title = {Data Augmentation for Semantic Segmentation in the Context of Carbon
Fiber Defect Detection using Adversarial Learning},
booktitle = {Proceedings of the 1st International Conference on Deep Learning Theory
and Applications, DeLTA 2020, Lieusaint, Paris, France, July 8-10,
2020},
pages = {59--67},
publisher = {ScitePress},
year = {2020},
url = {https://doi.org/10.5220/0009823500590067},
doi = {10.5220/0009823500590067},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/MertesMKGA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/PanahiMM20,
author = {Amir Hossein Panahi and
Reza Askari Moghadam and
Kurosh Madani},
editor = {Ana Fred and
Kurosh Madani},
title = {Deep Learning Residual-like Convolutional Neural Networks for Optic
Disc Segmentation in Medical Retinal Images},
booktitle = {Proceedings of the 1st International Conference on Deep Learning Theory
and Applications, DeLTA 2020, Lieusaint, Paris, France, July 8-10,
2020},
pages = {23--29},
publisher = {ScitePress},
year = {2020},
url = {https://doi.org/10.5220/0009799100230029},
doi = {10.5220/0009799100230029},
timestamp = {Wed, 29 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/PanahiMM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/Radeva20,
author = {Petia Radeva},
editor = {Ana Fred and
Kurosh Madani},
title = {Uncertainty Modeling within an End-to-end Framework for Food Image
Analysis},
booktitle = {Proceedings of the 1st International Conference on Deep Learning Theory
and Applications, DeLTA 2020, Lieusaint, Paris, France, July 8-10,
2020},
pages = {5},
publisher = {ScitePress},
year = {2020},
timestamp = {Wed, 29 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/Radeva20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/ReimanD20,
author = {Derek Reiman and
Yang Dai},
editor = {Ana Fred and
Kurosh Madani},
title = {Using Conditional Generative Adversarial Networks to Boost the Performance
of Machine Learning in Microbiome Datasets},
booktitle = {Proceedings of the 1st International Conference on Deep Learning Theory
and Applications, DeLTA 2020, Lieusaint, Paris, France, July 8-10,
2020},
pages = {103--110},
publisher = {ScitePress},
year = {2020},
url = {https://doi.org/10.5220/0009892601030110},
doi = {10.5220/0009892601030110},
timestamp = {Wed, 29 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/ReimanD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/RiederGMS20,
author = {Constantin Rieder and
Markus Germann and
Samuel Mezger and
Klaus{-}Peter Scherer},
editor = {Ana Fred and
Kurosh Madani},
title = {Technical Sound Event Classification Applying Recurrent and Convolutional
Neural Networks},
booktitle = {Proceedings of the 1st International Conference on Deep Learning Theory
and Applications, DeLTA 2020, Lieusaint, Paris, France, July 8-10,
2020},
pages = {84--88},
publisher = {ScitePress},
year = {2020},
url = {https://doi.org/10.5220/0009874400840088},
doi = {10.5220/0009874400840088},
timestamp = {Wed, 29 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/RiederGMS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/ShirvanMM20,
author = {Hadi Niknam Shirvan and
Reza Askari Moghadam and
Kurosh Madani},
editor = {Ana Fred and
Kurosh Madani},
title = {Retinal Vessel Segmentation by Inception-like Convolutional Neural
Networks},
booktitle = {Proceedings of the 1st International Conference on Deep Learning Theory
and Applications, DeLTA 2020, Lieusaint, Paris, France, July 8-10,
2020},
pages = {53--58},
publisher = {ScitePress},
year = {2020},
url = {https://doi.org/10.5220/0009638100530058},
doi = {10.5220/0009638100530058},
timestamp = {Wed, 29 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/ShirvanMM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/UhlemannCK20,
author = {Jason Uhlemann and
Ois{\'{\i}}n Cawley and
Thomais Kakouli{-}Duarte},
editor = {Ana Fred and
Kurosh Madani},
title = {Nematode Identification using Artificial Neural Networks},
booktitle = {Proceedings of the 1st International Conference on Deep Learning Theory
and Applications, DeLTA 2020, Lieusaint, Paris, France, July 8-10,
2020},
pages = {13--22},
publisher = {ScitePress},
year = {2020},
url = {https://doi.org/10.5220/0009776600130022},
doi = {10.5220/0009776600130022},
timestamp = {Wed, 29 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/UhlemannCK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/VitonEGD20,
author = {Fabien Viton and
Mahmoud Elbattah and
Jean{-}Luc Gu{\'{e}}rin and
Gilles Dequen},
editor = {Ana Fred and
Kurosh Madani},
title = {Multi-channel ConvNet Approach to Predict the Risk of in-Hospital
Mortality for {ICU} Patients},
booktitle = {Proceedings of the 1st International Conference on Deep Learning Theory
and Applications, DeLTA 2020, Lieusaint, Paris, France, July 8-10,
2020},
pages = {98--102},
publisher = {ScitePress},
year = {2020},
url = {https://doi.org/10.5220/0009891900980102},
doi = {10.5220/0009891900980102},
timestamp = {Wed, 29 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/VitonEGD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/delta2/YanY20,
author = {Zhi{-}Chen Yan and
Stephanie A. Yu},
editor = {Ana Fred and
Kurosh Madani},
title = {Attention-based Text Recognition in the Wild},
booktitle = {Proceedings of the 1st International Conference on Deep Learning Theory
and Applications, DeLTA 2020, Lieusaint, Paris, France, July 8-10,
2020},
pages = {42--49},
publisher = {ScitePress},
year = {2020},
url = {https://doi.org/10.5220/0009970200420049},
doi = {10.5220/0009970200420049},
timestamp = {Wed, 29 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/YanY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/delta2/2020,
editor = {Ana Fred and
Kurosh Madani},
title = {Proceedings of the 1st International Conference on Deep Learning Theory
and Applications, DeLTA 2020, Lieusaint, Paris, France, July 8-10,
2020},
publisher = {ScitePress},
year = {2020},
url = {https://doi.org/10.5220/0000134200002777},
doi = {10.5220/0000134200002777},
isbn = {978-989-758-441-1},
timestamp = {Tue, 13 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/delta2/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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