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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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