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@inproceedings{DBLP:conf/esann/000121,
author = {Patrick Burke and
Jonas Prellberg and
Oliver Kramer},
title = {Evolutionary Deep Multi-Task Learning},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-14},
doi = {10.14428/ESANN/2021.ES2021-14},
timestamp = {Wed, 14 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/000121.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AbbasiPSRA21,
author = {Maryam Abbasi and
Tiago Pereira and
Beatriz P. Santos and
Bernardete Ribeiro and
Joel Arrais},
title = {Multiobjective Reinforcement Learning in Optimized Drug Design},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-87},
doi = {10.14428/ESANN/2021.ES2021-87},
timestamp = {Wed, 08 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/AbbasiPSRA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AbdellaouiFSM21,
author = {Ismail Alaoui Abdellaoui and
Jes{\'{u}}s Garc{\'{\i}}a Fern{\'{a}}ndez and
Caner Sahinli and
Siamak Mehrkanoon},
title = {Enhancing brain decoding using attention augmented deep neural networks},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-67},
doi = {10.14428/ESANN/2021.ES2021-67},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/AbdellaouiFSM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AkopyanFFG21,
author = {Evelyne Akopyan and
Angelo Furno and
Nour{-}Eddin El Faouzi and
Eric Gaume},
title = {Unsupervised Real-time Anomaly Detection for Multivariate Mobile Phone
Traffic Series},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-113},
doi = {10.14428/ESANN/2021.ES2021-113},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/AkopyanFFG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ArnoutBR21,
author = {Hiba Arnout and
Johanna Bronner and
Thomas A. Runkler},
title = {Differentially Private Time Series Generation},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-20},
doi = {10.14428/ESANN/2021.ES2021-20},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ArnoutBR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BabazhanovaTA21,
author = {Madina Babazhanova and
Maxat Tezekbayev and
Zhenisbek Assylbekov},
title = {Geometric Probing of Word Vectors},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-105},
doi = {10.14428/ESANN/2021.ES2021-105},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BabazhanovaTA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BacciuBPA21,
author = {Davide Bacciu and
Filippo Maria Bianchi and
Benjamin Paassen and
Cesare Alippi},
title = {Deep learning for graphs},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-5},
doi = {10.14428/ESANN/2021.ES2021-5},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BacciuBPA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BarbaroR21,
author = {Florian Barbaro and
Fabrice Rossi},
title = {Sparse mixture of von Mises-Fisher distribution},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-115},
doi = {10.14428/ESANN/2021.ES2021-115},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BarbaroR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Barbosa0LF21,
author = {Raul Barbosa and
Diego Carvalho and
Priscila Lima and
Felipe M. G. Fran{\c{c}}a},
title = {A bag of nodes primer on weightless graph classification},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-107},
doi = {10.14428/ESANN/2021.ES2021-107},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Barbosa0LF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BayB21,
author = {Delphine Bay and
Cl{\'{e}}mence Bisot},
title = {Convolutional Neural Network Architecture for Classification of Aircraft
Engines Flight Time Series},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-91},
doi = {10.14428/ESANN/2021.ES2021-91},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BayB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BhanotDPGB21,
author = {Karan Bhanot and
Saloni Dash and
Joseph Pedersen and
Isabelle Guyon and
Kristin P. Bennett},
title = {Quantifying Resemblance of Synthetic Medical Time-Series},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-108},
doi = {10.14428/ESANN/2021.ES2021-108},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BhanotDPGB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BohmS21,
author = {Martin B{\"{o}}hm and
Thomas Schmid},
title = {An Algorithmic Approach to Establish a Lower Bound for the Size of
Semiring Neural Networks},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-33},
doi = {10.14428/ESANN/2021.ES2021-33},
timestamp = {Wed, 28 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/BohmS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BoletoOCMVCA21,
author = {Gianluca Boleto and
Luca Oneto and
Matteo Cardellini and
Marco Maratea and
Mauro Vallati and
Renzo Canepa and
Davide Anguita},
title = {In-Station Train Movements Prediction: from Shallow to Deep Multi
Scale Models},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-29},
doi = {10.14428/ESANN/2021.ES2021-29},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/BoletoOCMVCA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BonfilsSO21,
author = {Louise Bonfils and
Allou Sam{\'{e}} and
Latifa Oukhellou},
title = {Dynamic clustering and modeling of temporal data subject to common
regressive effects},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-121},
doi = {10.14428/ESANN/2021.ES2021-121},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/BonfilsSO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BrinkrolfH21,
author = {Johannes Brinkrolf and
Barbara Hammer},
title = {Federated Learning Vector Quantization},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-141},
doi = {10.14428/ESANN/2021.ES2021-141},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BrinkrolfH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BronkLLWH21,
author = {Chris Bronk and
Amaury Lendasse and
Peggy Lindner and
Dan S. Wallach and
Barbara Hammer},
title = {Machine Learning for Measuring and Analyzing Online Social Communications},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-3},
doi = {10.14428/ESANN/2021.ES2021-3},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BronkLLWH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BrucklacherMB21,
author = {Matthias Brucklacher and
Hanspeter A. Mallot and
Tristan Baumann},
title = {Hierarchical Planning in Multilayered State-Action Networks},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-45},
doi = {10.14428/ESANN/2021.ES2021-45},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BrucklacherMB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CalbaDF21,
author = {Antonin Calba and
Alain Dutech and
J{\'{e}}r{\'{e}}my Fix},
title = {Density Independent Self-organized Support for Q-Value Function Interpolation
in Reinforcement Learning},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-62},
doi = {10.14428/ESANN/2021.ES2021-62},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/CalbaDF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ChatterjeeDP21,
author = {Sarthak Chatterjee and
Subhro Das and
S{\'{e}}rgio Pequito},
title = {{IF:} Iterative Fractional Optimization},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-133},
doi = {10.14428/ESANN/2021.ES2021-133},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ChatterjeeDP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ChaventLMO21,
author = {Marie Chavent and
J{\'{e}}r{\^{o}}me Lacaille and
Alex Mourer and
Madalina Olteanu},
title = {Handling Correlations in Random Forests: which Impacts on Variable
Importance and Model Interpretability?},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-155},
doi = {10.14428/ESANN/2021.ES2021-155},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ChaventLMO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ChaverotCJBG21,
author = {Maxence Chaverot and
Maxime Carr{\'{e}} and
Michel Jourlin and
Abdelaziz Bensrhair and
Richard Grisel},
title = {Object Detection on Thermal Images: Performance of YOLOv4 Trained
on Small Datasets},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-130},
doi = {10.14428/ESANN/2021.ES2021-130},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ChaverotCJBG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ChiLRH21,
author = {Baichuan Chi and
Amaury Lendasse and
Edward R. Ratner and
Renjie Hu},
title = {A Multi-ELM Model for Incomplete Data},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-162},
doi = {10.14428/ESANN/2021.ES2021-162},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ChiLRH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ChretienC21,
author = {St{\'{e}}phane Chr{\'{e}}tien and
Emmanuel Caron},
title = {Benign overfitting of fully connected Deep Nets: {A} Sobolev space
viewpoint},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-37},
doi = {10.14428/ESANN/2021.ES2021-37},
timestamp = {Fri, 16 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/ChretienC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Cofala021,
author = {Tim Cofala and
Oliver Kramer},
title = {Transformers for Molecular Graph Generation},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-112},
doi = {10.14428/ESANN/2021.ES2021-112},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Cofala021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ComeOSS21,
author = {Etienne C{\^{o}}me and
Latifa Oukhellou and
Allou Sam{\'{e}} and
Lijun Sun},
title = {Machine learning and data mining for urban mobility intelligence},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-7},
doi = {10.14428/ESANN/2021.ES2021-7},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/ComeOSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CossuBCGL21,
author = {Andrea Cossu and
Davide Bacciu and
Antonio Carta and
Claudio Gallicchio and
Vincenzo Lomonaco},
title = {Continual Learning with Echo State Networks},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-80},
doi = {10.14428/ESANN/2021.ES2021-80},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/CossuBCGL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/DaroczyR21,
author = {B{\'{a}}lint Dar{\'{o}}czy and
D{\'{a}}niel R{\'{a}}cz},
title = {Gradient representations in ReLU networks as similarity functions},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-153},
doi = {10.14428/ESANN/2021.ES2021-153},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/DaroczyR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/DuchesneLW21,
author = {Laurine Duchesne and
Quentin Louveaux and
Louis Wehenkel},
title = {Supervised learning of convex piecewise linear approximations of optimization
problems},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-74},
doi = {10.14428/ESANN/2021.ES2021-74},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/DuchesneLW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ErricaIMMM21,
author = {Federico Errica and
Giacomo Iadarola and
Fabio Martinelli and
Francesco Mercaldo and
Alessio Micheli},
title = {Robust Malware Classification via Deep Graph Networks on Call Graph
Topologies},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-82},
doi = {10.14428/ESANN/2021.ES2021-82},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ErricaIMMM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/FaraziNB21,
author = {Hafez Farazi and
Jan Nogga and
Sven Behnke},
title = {Semantic Prediction: Which One Should Come First, Recognition or Prediction?},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-23},
doi = {10.14428/ESANN/2021.ES2021-23},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/FaraziNB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Fernandes0ACR21,
author = {Miguel Fernandes and
Catarina Silva and
Joel Arrais and
Alberto Cardoso and
Bernardete Ribeiro},
title = {Decay Momentum for Improving Federated Learning},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-106},
doi = {10.14428/ESANN/2021.ES2021-106},
timestamp = {Sun, 06 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Fernandes0ACR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Gallicchio21,
author = {Claudio Gallicchio},
title = {Reservoir Computing by Discretizing ODEs},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-101},
doi = {10.14428/ESANN/2021.ES2021-101},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Gallicchio21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GoffinetLAGC21,
author = {{\'{E}}tienne Goffinet and
Mustapha Lebbah and
Hanane Azzag and
Lo{\"{\i}}c Giraldi and
Anthony Coutant},
title = {Multivariate Time Series Multi-Coclustering. Application to Advanced
Driving Assistance System Validation},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-119},
doi = {10.14428/ESANN/2021.ES2021-119},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GoffinetLAGC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Golak21,
author = {Slawomir Golak},
title = {Correlated Weights Neural Layer with external control},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-26},
doi = {10.14428/ESANN/2021.ES2021-26},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Golak21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GraberVSUS21,
author = {Torben Gr{\"{a}}ber and
Sebastian Vetter and
Sascha Sarajalew and
Michael Unterreiner and
Dieter Schramm},
title = {{AGLVQ} - Making Generalized Vector Quantization Algorithms Aware
of Context},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-40},
doi = {10.14428/ESANN/2021.ES2021-40},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GraberVSUS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GryshchukWLW21,
author = {Vadym Gryshchuk and
Cornelius Weber and
Chu Kiong Loo and
Stefan Wermter},
title = {Lifelong Learning from Event-based Data},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-146},
doi = {10.14428/ESANN/2021.ES2021-146},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GryshchukWLW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/HamaideG21,
author = {Valentin Hamaide and
Fran{\c{c}}ois Glineur},
title = {Transfer learning in Bayesian optimization for the calibration of
a beam line in proton therapy},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-79},
doi = {10.14428/ESANN/2021.ES2021-79},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/HamaideG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/HamalainenNK21,
author = {Joonas H{\"{a}}m{\"{a}}l{\"{a}}inen and
Paavo Nieminen and
Tommi K{\"{a}}rkk{\"{a}}inen},
title = {Instance-Based Multi-Label Classification via Multi-Target Distance
Regression},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-104},
doi = {10.14428/ESANN/2021.ES2021-104},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/HamalainenNK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/HamdiKBA21,
author = {Rawaa Hamdi and
Asma Kerkeni and
Mohamed H{\'{e}}di Bedoui and
Asma Ben Abdallah},
title = {CAS-Net: {A} Novel Coronary Artery Segmentation Neural Network},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-157},
doi = {10.14428/ESANN/2021.ES2021-157},
timestamp = {Thu, 16 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/HamdiKBA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/HermesHS21,
author = {Luca Hermes and
Barbara Hammer and
Malte Schilling},
title = {Application of Graph Convolutions in a Lightweight Model for Skeletal
Human Motion Forecasting},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-145},
doi = {10.14428/ESANN/2021.ES2021-145},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/HermesHS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Hernandez-Pereira21,
author = {Elena Hern{\'{a}}ndez{-}Pereira and
Oscar Fontenla{-}Romero and
Bertha Guijarro{-}Berdi{\~{n}}as and
Beatriz P{\'{e}}rez{-}S{\'{a}}nchez},
title = {Federated Learning approach for SpectralClustering},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-95},
doi = {10.14428/ESANN/2021.ES2021-95},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/Hernandez-Pereira21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/HeusingerRRS21,
author = {Moritz Heusinger and
Christoph Raab and
Fabrice Rossi and
Frank{-}Michael Schleif},
title = {Federated Learning - Methods, Applications and beyond},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-4},
doi = {10.14428/ESANN/2021.ES2021-4},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/HeusingerRRS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/HinderH21,
author = {Fabian Hinder and
Barbara Hammer},
title = {Concept Drift Segmentation via Kolmogorov-Trees},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-93},
doi = {10.14428/ESANN/2021.ES2021-93},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/HinderH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/HochLK21,
author = {Sebastian Hoch and
Sascha Lange and
Janis Keuper},
title = {Sample efficient localization and stage prediction with autoencoders},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-24},
doi = {10.14428/ESANN/2021.ES2021-24},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/HochLK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/IzzoLOM21,
author = {Cosimo Izzo and
Aldo Lipani and
Ramin Okhrati and
Francesca Medda},
title = {A Baseline for Shapley Values in MLPs: from Missingness to Neutrality},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-18},
doi = {10.14428/ESANN/2021.ES2021-18},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/IzzoLOM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/JainPSV21,
author = {Arushi Jain and
Shubham Paliwal and
Monika Sharma and
Lovekesh Vig},
title = {{TSR-DSAW:} Table Structure Recognition via Deep Spatial Association
of Words},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-109},
doi = {10.14428/ESANN/2021.ES2021-109},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/JainPSV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/JindalGSJ21,
author = {Aashi Jindal and
Prashant Gupta and
Debarka Sengupta and
Jayadeva},
title = {Enhash: {A} Fast Streaming Algorithm For Concept Drift Detection},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-43},
doi = {10.14428/ESANN/2021.ES2021-43},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/JindalGSJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KadenSBSV21,
author = {Marika Kaden and
Ronny Schubert and
Mehrdad Mohannazadeh Bakhtiari and
Lucas Schwarz and
Thomas Villmann},
title = {The LVQ-based Counter Propagation Network - an Interpretable Information
Bottleneck Approach},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-88},
doi = {10.14428/ESANN/2021.ES2021-88},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/KadenSBSV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KatopodisLF21,
author = {Rafael Fontella Katopodis and
Priscila Lima and
Felipe M. G. Fran{\c{c}}a},
title = {Functional Gradient Descent for n-Tuple Regression},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-35},
doi = {10.14428/ESANN/2021.ES2021-35},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/KatopodisLF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Kawase21,
author = {Megumi Kawase},
title = {Emotional Intensity Level Analysis of Speech Emotional Intensity Estimation},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-118},
doi = {10.14428/ESANN/2021.ES2021-118},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Kawase21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KhooZHK21,
author = {Fech Scen Khoo and
Dawei Zhu and
Michael A. Hedderich and
Dietrich Klakow},
title = {Estimating Formulas for Model Performance Under Noisy Labels Using
Symbolic Regression},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-65},
doi = {10.14428/ESANN/2021.ES2021-65},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/KhooZHK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KimL21,
author = {Chanho Kim and
Won{-}Sook Lee},
title = {Temperature as a Regularizer for Semantic Segmentation},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-158},
doi = {10.14428/ESANN/2021.ES2021-158},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/KimL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KorichiKW21,
author = {Abdel{-}Rahmen Korichi and
Hamamache Kheddouci and
Daniel West},
title = {Predicting employee attrition with a more effective use of historical
events},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-110},
doi = {10.14428/ESANN/2021.ES2021-110},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/KorichiKW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KundePMSSV21,
author = {Shruti Kunde and
Amey Pandit and
Kushagra Mahajan and
Monika Sharma and
Rekha Singhal and
Lovekesh Vig},
title = {Data-Efficient Training of High-Resolution Images in Medical Domain},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-57},
doi = {10.14428/ESANN/2021.ES2021-57},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/KundePMSSV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LambertBVL21,
author = {Pierre Lambert and
Cyril de Bodt and
Michel Verleysen and
John A. Lee},
title = {Stochastic quartet approach for fast multidimensional scaling},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-59},
doi = {10.14428/ESANN/2021.ES2021-59},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LambertBVL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LambertLVB21,
author = {Pierre Lambert and
John A. Lee and
Michel Verleysen and
Cyril de Bodt},
title = {Impact of data subsamplings in Fast Multi-Scale Neighbor Embedding},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-60},
doi = {10.14428/ESANN/2021.ES2021-60},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LambertLVB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LanghendriesL21,
author = {Rapha{\"{e}}l Langhendries and
J{\'{e}}r{\^{o}}me Lacaille},
title = {Deep Learning Model for Context-Dependent Survival Analysis},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-49},
doi = {10.14428/ESANN/2021.ES2021-49},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LanghendriesL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LarrocheMC21,
author = {Corentin Larroche and
Johan Mazel and
St{\'{e}}phan Cl{\'{e}}men{\c{c}}on},
title = {Anomalous Cluster Detection in Large Networks with Diffusion-Percolation
Testing},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-32},
doi = {10.14428/ESANN/2021.ES2021-32},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LarrocheMC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LeeVHB21,
author = {John A. Lee and
Alyssa Vanginderdeuren and
Margerie Huet{-}Dastarac and
Ana Maria Barrag{\'{a}}n{-}Montero},
title = {Estimating uncertainty in radiation oncology dose prediction with
dropout and bootstrap in U-Net models},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-117},
doi = {10.14428/ESANN/2021.ES2021-117},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LeeVHB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LeemannST021,
author = {Tobias Leemann and
Moritz Sackmann and
J{\"{o}}rn Thielecke and
Ulrich Hofmann},
title = {Distribution Preserving Multiple Hypotheses Prediction for Uncertainty
Modeling},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-16},
doi = {10.14428/ESANN/2021.ES2021-16},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LeemannST021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LendasseKR21,
author = {Amaury Lendasse and
Kallin Khan and
Edward R. Ratner},
title = {{NNBMSS:} a Novel and Fast Method for Model Structure Selection},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-9},
doi = {10.14428/ESANN/2021.ES2021-9},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LendasseKR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Leyli-AbadiB21,
author = {Milad Leyli{-}Abadi and
Abderrahmane Boubezoul},
title = {Deep Neural Networks for Classification of Riding Patterns: with a
focus on explainability},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-51},
doi = {10.14428/ESANN/2021.ES2021-51},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Leyli-AbadiB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LisboaSVV21,
author = {Paulo Lisboa and
Sascha Saralajew and
Alfredo Vellido and
Thomas Villmann},
title = {The Coming of Age of Interpretable and Explainable Machine Learning
Models},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-2},
doi = {10.14428/ESANN/2021.ES2021-2},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LisboaSVV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LubberingPDGRBS21,
author = {Max L{\"{u}}bbering and
Maren Pielka and
Kajaree Das and
Michael Gebauer and
Rajkumar Ramamurthy and
Christian Bauckhage and
Rafet Sifa},
title = {Toxicity Detection in Online Comments with Limited Data: {A} Comparative
Analysis},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-48},
doi = {10.14428/ESANN/2021.ES2021-48},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LubberingPDGRBS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LukaSP21,
author = {Thomas Luka and
Laure Soulier and
David Picard},
title = {Unsupervised Word Representations Learning with Bilinear Convolutional
Network on Characters},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-38},
doi = {10.14428/ESANN/2021.ES2021-38},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LukaSP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MadhikermiMF21,
author = {Manik Madhikermi and
Avleen Malhi and
Kary Fr{\"{a}}mling},
title = {Context-specific sampling method for contextual explanations},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-124},
doi = {10.14428/ESANN/2021.ES2021-124},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MadhikermiMF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MatetCFBOF21,
author = {Benoit Matet and
Etienne C{\^{o}}me and
Angelo Furno and
Lo{\"{\i}}c Bonnetain and
Latifa Oukhellou and
Nour{-}Eddin El Faouzi},
title = {A Lightweight Approach for Origin-Destination Matrix Anonymization},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-56},
doi = {10.14428/ESANN/2021.ES2021-56},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/MatetCFBOF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MatinoDCRK21,
author = {Ismael Matino and
Stefano Dettori and
Valentina Colla and
Katharina Rechberger and
Nina Kieberger},
title = {Echo-state neural networks forecasting steelworks off-gases for their
dispatching in {CH4} and {CH3OH} syntheses reactors},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-41},
doi = {10.14428/ESANN/2021.ES2021-41},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/MatinoDCRK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MesterB21,
author = {Attila Mester and
Zal{\'{a}}n Bod{\'{o}}},
title = {Validating static call graph-based malware signatures using community
detection methods},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-27},
doi = {10.14428/ESANN/2021.ES2021-27},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MesterB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MorisMNO21,
author = {Daniel Iglesias Mor{\'{\i}}s and
Joaquim de Moura and
Jorge Novo and
Marcos Ortega},
title = {Comprehensive Analysis of the Screening of {COVID-19} Approaches in
Chest X-ray Images from Portable Devices},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-31},
doi = {10.14428/ESANN/2021.ES2021-31},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MorisMNO21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MosbachB21,
author = {Malte Mosbach and
Sven Behnke},
title = {Fourier-based Video Prediction through Relational Object Motion},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-125},
doi = {10.14428/ESANN/2021.ES2021-125},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MosbachB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MunchHS21,
author = {Maximilian M{\"{u}}nch and
Simon Heilig and
Frank{-}Michael Schleif},
title = {Multi-perspective embedding for non-metric time series classification},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-114},
doi = {10.14428/ESANN/2021.ES2021-114},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MunchHS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/NanfackDF21,
author = {G{\'{e}}raldin Nanfack and
Valentin Delchevalerie and
Beno{\^{\i}}t Fr{\'{e}}nay},
title = {Boundary-Based Fairness Constraints in Decision Trees and Random Forests},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-69},
doi = {10.14428/ESANN/2021.ES2021-69},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/NanfackDF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/NascimentoSM21,
author = {Erik Jhones F. do Nascimento and
Amauri H. Souza and
Diego Mesquita},
title = {Improving Graph Variational Autoencoders with Multi-Hop Simple Convolutions},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-147},
doi = {10.14428/ESANN/2021.ES2021-147},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/NascimentoSM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/OnetoNBEMSBS21,
author = {Luca Oneto and
Nicol{\`{o}} Navarin and
Battista Biggio and
Federico Errica and
Alessio Micheli and
Franco Scarselli and
Monica Bianchini and
Alessandro Sperduti},
title = {Complex Data: Learning Trustworthily, Automatically, and with Guarantees},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-6},
doi = {10.14428/ESANN/2021.ES2021-6},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/OnetoNBEMSBS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/OnetoRA21,
author = {Luca Oneto and
Sandro Ridella and
Davide Anguita},
title = {The Benefits of Adversarial Defence in Generalisation},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-28},
doi = {10.14428/ESANN/2021.ES2021-28},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/OnetoRA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PasaNS21,
author = {Luca Pasa and
Nicol{\`{o}} Navarin and
Alessandro Sperduti},
title = {Tangent Graph Convolutional Network},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-143},
doi = {10.14428/ESANN/2021.ES2021-143},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PasaNS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PavaoGV21,
author = {Adrien Pavao and
Isabelle Guyon and
Michael Vaccaro},
title = {Judging competitions and benchmarks: a candidate election approach},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-122},
doi = {10.14428/ESANN/2021.ES2021-122},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PavaoGV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PedrelliTVM21,
author = {Luca Pedrelli and
Marco Tramontano and
Giuseppe Vannozzi and
Andrea Mannini},
title = {Deep Echo State Networks for Functional Ambulation Categories Estimation},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-149},
doi = {10.14428/ESANN/2021.ES2021-149},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PedrelliTVM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PellegriniLGM21,
author = {Lorenzo Pellegrini and
Vincenzo Lomonaco and
Gabriele Graffieti and
Davide Maltoni},
title = {Continual Learning at the Edge: Real-Time Training on Smartphone Devices},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-136},
doi = {10.14428/ESANN/2021.ES2021-136},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/PellegriniLGM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PihlajamakiLHNM21,
author = {Antti Pihlajam{\"{a}}ki and
Joakim Linja and
Joonas H{\"{a}}m{\"{a}}l{\"{a}}inen and
Paavo Nieminen and
Sami Malola and
Tommi K{\"{a}}rkk{\"{a}}inen and
Hannu H{\"{a}}kkinen},
title = {Orientation Adaptive Minimal Learning Machine for Directions of Atomic
Forces},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-34},
doi = {10.14428/ESANN/2021.ES2021-34},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PihlajamakiLHNM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PintorDMBR21,
author = {Maura Pintor and
Luca Demetrio and
Giovanni Manca and
Battista Biggio and
Fabio Roli},
title = {Slope: {A} First-order Approach for Measuring Gradient Obfuscation},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-99},
doi = {10.14428/ESANN/2021.ES2021-99},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PintorDMBR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PoggioniBM21,
author = {Valentina Poggioni and
Alina Elena Baia and
Alfredo Milani},
title = {Combining Attack Success Rate and DetectionRate for effective Universal
Adversarial Attacks},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-160},
doi = {10.14428/ESANN/2021.ES2021-160},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PoggioniBM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PolatoGA21,
author = {Mirko Polato and
Alberto Gallinaro and
Fabio Aiolli},
title = {Privacy-Preserving Kernel Computation For Vertically Partitioned Data},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-152},
doi = {10.14428/ESANN/2021.ES2021-152},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PolatoGA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PolisI21,
author = {Arturs Polis and
Alexander Ilin},
title = {A Relational Model for One-Shot Classification},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-75},
doi = {10.14428/ESANN/2021.ES2021-75},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PolisI21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/RaabSS21,
author = {Christoph Raab and
Sascha Saralajew and
Frank{-}Michael Schleif},
title = {Domain Adversarial Tangent Learning Towards Interpretable Domain Adaptation},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-103},
doi = {10.14428/ESANN/2021.ES2021-103},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/RaabSS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/RaulfDHMF21,
author = {Arne P. Raulf and
Sina D{\"{a}}ubener and
Ben Hack and
Axel Mosig and
Asja Fischer},
title = {SmoothLRP: Smoothing {LRP} by Averaging over Stochastic Input Variations},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-139},
doi = {10.14428/ESANN/2021.ES2021-139},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/RaulfDHMF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/RavichandranLH21,
author = {Naresh Balaji Ravichandran and
Anders Lansner and
Pawel Andrzej Herman},
title = {Semi-supervised learning with Bayesian Confidence Propagation Neural
Network},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-156},
doi = {10.14428/ESANN/2021.ES2021-156},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/RavichandranLH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/RavichandranVK21,
author = {Jensun Ravichandran and
Thomas Villmann and
Marika Kaden},
title = {RecLVQ: Recurrent Learning Vector Quantization},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-90},
doi = {10.14428/ESANN/2021.ES2021-90},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/RavichandranVK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/RochaC21,
author = {Gil Rocha and
Henrique Lopes Cardoso},
title = {Towards Robust Auxiliary Tasks for Language Adaptation},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-134},
doi = {10.14428/ESANN/2021.ES2021-134},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/RochaC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/RolfsKW21,
author = {Vincent Rolfs and
Matthias Kerzel and
Stefan Wermter},
title = {Pruning Neural Networks with Supermasks},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-126},
doi = {10.14428/ESANN/2021.ES2021-126},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/RolfsKW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SantosAPRA21,
author = {Beatriz P. Santos and
Maryam Abbasi and
Tiago Pereira and
Bernardete Ribeiro and
Joel Arrais},
title = {Improvement on Generative Adversarial Network for Targeted Drug Design},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-96},
doi = {10.14428/ESANN/2021.ES2021-96},
timestamp = {Wed, 08 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/SantosAPRA21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SorgenteGV21,
author = {Antonio Sorgente and
Massimo De Gregorio and
Giuseppe Vettigli},
title = {Weightless Neural Networks for text classification using tf-idf},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-58},
doi = {10.14428/ESANN/2021.ES2021-58},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SorgenteGV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SouriauJR21,
author = {R{\'{e}}mi Souriau and
Julie Fontecave Jallon and
Bertrand Rivet},
title = {Fusion of estimations from two modalities using the Viterbi's algorithm:
application to fetal heart rate monitoring},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-61},
doi = {10.14428/ESANN/2021.ES2021-61},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SouriauJR21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/StanczykM21,
author = {Tomasz Stanczyk and
Siamak Mehrkanoon},
title = {Deep Graph Convolutional Networks for Wind Speed Prediction},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-25},
doi = {10.14428/ESANN/2021.ES2021-25},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/StanczykM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SteilL21,
author = {Jochen J. Steil and
Yannic Lieder},
title = {Constraint optimization for Echo State Networks applied to satellite
image forecasting},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-135},
doi = {10.14428/ESANN/2021.ES2021-135},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SteilL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SwazinnaU0R21,
author = {Phillip Swazinna and
Steffen Udluft and
Daniel Hein and
Thomas A. Runkler},
title = {Behavior Constraining in Weight Space for Offline Reinforcement Learning},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-83},
doi = {10.14428/ESANN/2021.ES2021-83},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SwazinnaU0R21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/TaylorM21,
author = {Joshua Taylor and
Erzs{\'{e}}bet Mer{\'{e}}nyi},
title = {A Parameterless t-SNE for Faithful Cluster Embeddings from Prototype-based
Learning and {CONN} Similarity},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-138},
doi = {10.14428/ESANN/2021.ES2021-138},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/TaylorM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/TortorellaM21,
author = {Domenico Tortorella and
Alessio Micheli},
title = {Dynamic Graph Echo State Networks},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-70},
doi = {10.14428/ESANN/2021.ES2021-70},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/TortorellaM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/TraoreCZ21,
author = {Ren{\'{e}} Traor{\'{e}} and
Andr{\'{e}}s Camero and
Xiaoxiang Zhu},
title = {Compact Neural Architecture Search for Local Climate Zones Classification},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-55},
doi = {10.14428/ESANN/2021.ES2021-55},
timestamp = {Tue, 13 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/TraoreCZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/TrebouxIG21,
author = {J{\'{e}}r{\^{o}}me Treboux and
Rolf Ingold and
Dominique Genoud},
title = {Improved and Generalized Vine Line Detection on Aerial Images Using
Asymmetrical Neural Networks and {ML} Subclassifiers},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-68},
doi = {10.14428/ESANN/2021.ES2021-68},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/TrebouxIG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/TrincavelliDDSB21,
author = {Marco Trincavelli and
Haris Dukic and
Georgios Deligiorgis and
Pierpaolo Sepe and
Davide Bacciu},
title = {Inductive learning for product assortment graph completion},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-73},
doi = {10.14428/ESANN/2021.ES2021-73},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/TrincavelliDDSB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ValentiBB21,
author = {Andrea Valenti and
Stefano Berti and
Davide Bacciu},
title = {Calliope - {A} Polyphonic Music Transformer},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-63},
doi = {10.14428/ESANN/2021.ES2021-63},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ValentiBB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Valles-PerezGMV21,
author = {Iv{\'{a}}n Vall{\'{e}}s{-}P{\'{e}}rez and
Juan G{\'{o}}mez{-}Sanch{\'{\i}}s and
Marcelino Mart{\'{\i}}nez{-}Sober and
Joan Vila{-}Franc{\'{e}}s and
Antonio Jos{\'{e}} Serrano{-}L{\'{o}}pez and
Emilio Soria{-}Olivas},
title = {End-to-end Keyword Spotting using Xception-1d},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-21},
doi = {10.14428/ESANN/2021.ES2021-21},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Valles-PerezGMV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/VaquetMSH21,
author = {Valerie Vaquet and
Patrick Menz and
Udo Seiffert and
Barbara Hammer},
title = {Investigating Intensity and Transversal Drift in Hyperspectral Imaging
Data},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-64},
doi = {10.14428/ESANN/2021.ES2021-64},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/VaquetMSH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/VuegenK21,
author = {Lode Vuegen and
Peter Karsmakers},
title = {Real-time On-edge Classification: an Application to Domestic Acoustic
Event Recognition},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-84},
doi = {10.14428/ESANN/2021.ES2021-84},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/VuegenK21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/WaltersOOL21,
author = {Bradley Walters and
Sandra Ortega{-}Martorell and
Iv{\'{a}}n Olier and
Paulo Lisboa},
title = {The partial response {SVM}},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-36},
doi = {10.14428/ESANN/2021.ES2021-36},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/WaltersOOL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ZhangRB21,
author = {Haodi Zhang and
Alexandrina Rogozan and
Abdelaziz Bensrhair},
title = {Cross-modal verification for 3D object detection},
booktitle = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://doi.org/10.14428/esann/2021.ES2021-97},
doi = {10.14428/ESANN/2021.ES2021-97},
timestamp = {Tue, 31 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ZhangRB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/esann/2021,
title = {29th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2021, Online event (Bruges,
Belgium), October 6-8, 2021},
year = {2021},
url = {https://www.esann.org/proceedings/2021},
timestamp = {Mon, 30 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/2021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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