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@inproceedings{DBLP:conf/esann/00010023,
author = {Mohit Kumar and
Bernhard Moser and
Lukas Fischer},
title = {Secure Federated Learning with Kernel Affine Hull Machines},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-56},
doi = {10.14428/ESANN/2023.ES2023-56},
timestamp = {Mon, 10 Jun 2024 14:23:57 +0200},
biburl = {https://dblp.org/rec/conf/esann/00010023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/000123,
author = {Oliver Kramer},
title = {Enhancing Evolution Strategies with Evolution Path Bias},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-15},
doi = {10.14428/ESANN/2023.ES2023-15},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/000123.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/0001B23,
author = {Oliver Kramer and
Jill Baumann},
title = {Wind Power Prediction with ETSformer},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-173},
doi = {10.14428/ESANN/2023.ES2023-173},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/0001B23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/0001LG23,
author = {Denis Martins and
Christian L{\"{u}}lf and
Fabian Gieseke},
title = {End-to-End Neural Network Training for Hyperbox-Based Classification},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-33},
doi = {10.14428/ESANN/2023.ES2023-33},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/0001LG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AdamaB23,
author = {Sophie Adama and
Martin Bogdan},
title = {Sleep analysis in a {CLIS} patient using soft-clustering: a case study},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-52},
doi = {10.14428/ESANN/2023.ES2023-52},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/AdamaB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Adel23,
author = {Tameem Adel},
title = {Probabilistic Adaptation for Meta-Learning},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-48},
doi = {10.14428/ESANN/2023.ES2023-48},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Adel23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Albu23,
author = {Alexandra{-}Ioana Albu},
title = {Temporal Ensembling-based Deep k-Nearest Neighbours for Learning with
Noisy Labels},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-144},
doi = {10.14428/ESANN/2023.ES2023-144},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Albu23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Aldosari023,
author = {Mohammed Aldosari and
John A. Miller},
title = {On Transformer Autoregressive Decoding for Multivariate Time Series
Forecasting},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-171},
doi = {10.14428/ESANN/2023.ES2023-171},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Aldosari023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AmatoMLTVS23,
author = {Leonardo Amato and
Marta Maschietto and
Alessandro Leparulo and
Mattia Tambaro and
Stefano Vassanelli and
Alessandro Sperduti},
title = {Real-time Detection of Evoked Potentials by Deep Learning: a Case
Study},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-101},
doi = {10.14428/ESANN/2023.ES2023-101},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/AmatoMLTVS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AmekoeDADLJ23,
author = {Kodjo Mawuena Amekoe and
Mohamed Djallel Dilmi and
Hanene Azzag and
Zaineb Chelly Dagdia and
Mustapha Lebbah and
Gregoire Jaffre},
title = {TabSRA: An Attention based Self-Explainable Model for Tabular Learning},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-37},
doi = {10.14428/ESANN/2023.ES2023-37},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/AmekoeDADLJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AmelSMS23,
author = {Otmane Amel and
S{\'{e}}drick Stassin and
Sidi Ahmed Mahmoudi and
Xavier Siebert},
title = {Multimodal Approach for Harmonized System Code Prediction},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-165},
doi = {10.14428/ESANN/2023.ES2023-165},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/AmelSMS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Assis23,
author = {Daniel Nowak Assis},
title = {Learning with Boosting Decision Stumps for Feature Selection in Evolving
Data Streams},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-16},
doi = {10.14428/ESANN/2023.ES2023-16},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Assis23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BacciuEMNPPZ23,
author = {Davide Bacciu and
Federico Errica and
Alessio Micheli and
Nicol{\`{o}} Navarin and
Luca Pasa and
Marco Podda and
Daniele Zambon},
title = {Graph Representation Learning},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-4},
doi = {10.14428/ESANN/2023.ES2023-4},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BacciuEMNPPZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BakerH23,
author = {Nermeen Abou Baker and
Uwe Handmann},
title = {Don't waste {SAM}},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-116},
doi = {10.14428/ESANN/2023.ES2023-116},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BakerH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BakhtiariSV23,
author = {Mehrdad Mohannazadeh Bakhtiari and
Daniel Staps and
Thomas Villmann},
title = {Learning Vector Quantization in Context of Information Bottleneck
Theory},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-95},
doi = {10.14428/ESANN/2023.ES2023-95},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BakhtiariSV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Barragan-Montero23,
author = {Ana Maria Barrag{\'{a}}n{-}Montero and
Robin Tilman and
Margerie Huet{-}Dastarac and
John A. Lee},
title = {Single-pass uncertainty estimation with layer ensembling for regression:
application to proton therapy dose prediction for head and neck cancer},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-115},
doi = {10.14428/ESANN/2023.ES2023-115},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Barragan-Montero23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Berti23,
author = {Alessandro Berti},
title = {Logarithmic Quantum Forking},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-93},
doi = {10.14428/ESANN/2023.ES2023-93},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Berti23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BhanotWBB23,
author = {Karan Bhanot and
Dennis Wei and
Ioana Baldini and
Kristin P. Bennett},
title = {Adversarial Auditing of Machine Learning Models under Compound Shift},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-182},
doi = {10.14428/ESANN/2023.ES2023-182},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BhanotWBB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BiehlL23,
author = {Michael Biehl and
Sofie L{\"{o}}vdal},
title = {Improved Interpretation of Feature Relevances: Iterated Relevance
Matrix Analysis {(IRMA)}},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-127},
doi = {10.14428/ESANN/2023.ES2023-127},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BiehlL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BogaertJBS23,
author = {J{\'{e}}r{\'{e}}mie Bogaert and
Emmanuel Jean and
Cyril de Bodt and
Fran{\c{c}}ois{-}Xavier Standaert},
title = {Fine-tuning is not (always) overfitting artifacts},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-152},
doi = {10.14428/ESANN/2023.ES2023-152},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BogaertJBS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Bogdan23,
author = {Martin Bogdan},
title = {Is Boredom an Indicator on the way to Singularity of Artificial Intelligence?
Hypotheses as Thought-Provoking Impulse},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-89},
doi = {10.14428/ESANN/2023.ES2023-89},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Bogdan23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Bolon-CanedoMCA23,
author = {Ver{\'{o}}nica Bol{\'{o}}n{-}Canedo and
Laura Mor{\'{a}}n{-}Fern{\'{a}}ndez and
Brais Cancela and
Amparo Alonso{-}Betanzos},
title = {Green Machine Learning},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-3},
doi = {10.14428/ESANN/2023.ES2023-3},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Bolon-CanedoMCA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BosserT23,
author = {Tanguy Bosser and
Souhaib Ben Taieb},
title = {Revisiting the Mark Conditional Independence Assumption in Neural
Marked Temporal Point Processes},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-64},
doi = {10.14428/ESANN/2023.ES2023-64},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BosserT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BoudeggaEAKB23,
author = {Henda Boudegga and
Yaroub Elloumi and
Asma Ben Abdallah and
Rostom Kachouri and
Mouhamed H{\'{e}}di Bedoui},
title = {Retinal blood vessel segmentation from high resolution fundus image
using deep learning architecture},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-180},
doi = {10.14428/ESANN/2023.ES2023-180},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BoudeggaEAKB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CarneiroSS23,
author = {Alvaro Leandro Cavalcante Carneiro and
Denis Henrique Pinheiro Salvadeo and
Lucas de Brito Silva},
title = {Large-scale dataset and benchmarking for hand and face detection focused
on sign language},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-185},
doi = {10.14428/ESANN/2023.ES2023-185},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/CarneiroSS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CaroMBG23,
author = {Valerio De Caro and
Antonio Di Mauro and
Davide Bacciu and
Claudio Gallicchio},
title = {Communication-Efficient Ridge Regression in Federated Echo State Networks},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-87},
doi = {10.14428/ESANN/2023.ES2023-87},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/CaroMBG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CeniBCGO23,
author = {Andrea Ceni and
Davide Bacciu and
Valerio De Caro and
Claudio Gallicchio and
Luca Oneto},
title = {Improving Fairness via Intrinsic Plasticity in Echo State Networks},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-90},
doi = {10.14428/ESANN/2023.ES2023-90},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/CeniBCGO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ChenATB23,
author = {Xi Chen and
Giacomo Anerdi and
Daniel Stanley Tan and
Stefano Bromuri},
title = {Language Modeling in Logistics: Customer Calling Prediction},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-78},
doi = {10.14428/ESANN/2023.ES2023-78},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ChenATB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CodaGSV23,
author = {Gianluca Coda and
Massimo De Gregorio and
Antonio Sorgente and
Paolo Vanacore},
title = {Improving the DRASiW performance by exploiting its own "Mental Images"},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-25},
doi = {10.14428/ESANN/2023.ES2023-25},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/CodaGSV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CoeurRS023,
author = {Louis Le Coeur and
Nick Riedman and
Saarthak Sarup and
Kwabena Boahen},
title = {Energy-efficient detection of a spike sequence},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-179},
doi = {10.14428/ESANN/2023.ES2023-179},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/CoeurRS023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CollinBMV23,
author = {Anne{-}Sophie Collin and
Cyril de Bodt and
Dounia Mulders and
Christophe De Vleeschouwer},
title = {Don't skip the skips: autoencoder skip connections improve latent
representation discrepancy for anomaly detection},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-139},
doi = {10.14428/ESANN/2023.ES2023-139},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/CollinBMV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ContrerasBP23,
author = {Felipe Contreras and
Kerstin Bunte and
Reynier Peletier},
title = {Improved the locally aligned ant technique {(LAAT)} strategy to recover
manifolds embedded in strong noise},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-151},
doi = {10.14428/ESANN/2023.ES2023-151},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ContrerasBP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CorreiaA23,
author = {Andr{\'{e}} Correia and
Lu{\'{\i}}s A. Alexandre},
title = {{DEFENDER:} DTW-Based Episode Filtering Using Demonstrations for Enhancing
{RL} Safety},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-97},
doi = {10.14428/ESANN/2023.ES2023-97},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/CorreiaA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CossuSGB23,
author = {Andrea Cossu and
Francesco Spinnato and
Riccardo Guidotti and
Davide Bacciu},
title = {A Protocol for Continual Explanation of {SHAP}},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-41},
doi = {10.14428/ESANN/2023.ES2023-41},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/CossuSGB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CoupletLV0B23,
author = {Edouard Couplet and
Pierre Lambert and
Michel Verleysen and
John A. Lee and
Cyril de Bodt},
title = {On the number of latent representations in deep neural networks for
tabular data},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-156},
doi = {10.14428/ESANN/2023.ES2023-156},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/CoupletLV0B23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CrookREA23,
author = {Nigel T. Crook and
Alex Rast and
Eleni Elia and
Mario Antoine Aoun},
title = {Functional Resonant Synaptic Clusters for Decoding Time-Structured
Spike Trains},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-142},
doi = {10.14428/ESANN/2023.ES2023-142},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/CrookREA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/DaglayanVA23,
author = {Hazan Daglayan and
Simon Vary and
Pierre{-}Antoine Absil},
title = {An Alternating Minimization Algorithm with Trajectory for Direct Exoplanet
Detection},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-137},
doi = {10.14428/ESANN/2023.ES2023-137},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/DaglayanVA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/DamaSL23,
author = {Fatoumata Dama and
Christine Sinoquet and
Corinne Lejus{-}Bourdeau},
title = {A hidden Markov model with Hawkes process-derived contextual variables
to improve time series prediction. Case study in medical simulation},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-57},
doi = {10.14428/ESANN/2023.ES2023-57},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/DamaSL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/EgeleGSB23,
author = {Romain Egele and
Isabelle Guyon and
Yixuan Sun and
Prasanna Balaprakash},
title = {Is One Epoch All You Need For Multi-Fidelity Hyperparameter Optimization?},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-84},
doi = {10.14428/ESANN/2023.ES2023-84},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/EgeleGSB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/EngelsbergerV23,
author = {Alexander Engelsberger and
Thomas Villmann},
title = {Quantum-ready vector quantization: Prototype learning as a binary
optimization problem},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-108},
doi = {10.14428/ESANN/2023.ES2023-108},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/EngelsbergerV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ErricaGBM23,
author = {Federico Errica and
Alessio Gravina and
Davide Bacciu and
Alessio Micheli},
title = {Hidden Markov Models for Temporal Graph Representation Learning},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-35},
doi = {10.14428/ESANN/2023.ES2023-35},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ErricaGBM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/FilhoF023,
author = {Leopoldo Lusquino Filho and
Felipe M. G. Fran{\c{c}}a and
Priscila Lima},
title = {WiSARD-based Ensemble Learning},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-76},
doi = {10.14428/ESANN/2023.ES2023-76},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/FilhoF023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/FinkCDF23,
author = {J{\'{e}}r{\^{o}}me Fink and
Mathieu De Coster and
Joni Dambre and
Beno{\^{\i}}t Fr{\'{e}}nay},
title = {Trends and Challenges for Sign Language Recognition with Machine Learning},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-7},
doi = {10.14428/ESANN/2023.ES2023-7},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/FinkCDF23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/FonioPCIE23,
author = {Samuele Fonio and
Lorenzo Paletto and
Mattia Cerrato and
Dino Ienco and
Roberto Esposito},
title = {Hierarchical priors for Hyperspherical Prototypical Networks},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-65},
doi = {10.14428/ESANN/2023.ES2023-65},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/FonioPCIE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/FrancoOA23,
author = {Danilo Franco and
Luca Oneto and
Davide Anguita},
title = {Mitigating Robustness Bias: Theoretical Results and Empirical Evidences},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-30},
doi = {10.14428/ESANN/2023.ES2023-30},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/FrancoOA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Frenay23,
author = {Beno{\^{\i}}t Fr{\'{e}}nay},
title = {A Counterexample to Ockham's Razor and the Curse of Dimensionality:
Marginalising Complexity and Dimensionality for GMMs},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-18},
doi = {10.14428/ESANN/2023.ES2023-18},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Frenay23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/FumagalliMHH23,
author = {Fabian Fumagalli and
Maximilian Muschalik and
Eyke H{\"{u}}llermeier and
Barbara Hammer},
title = {On Feature Removal for Explainability in Dynamic Environments},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-148},
doi = {10.14428/ESANN/2023.ES2023-148},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/FumagalliMHH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GallicchioC23,
author = {Claudio Gallicchio and
Andrea Ceni},
title = {Residual Reservoir Computing Neural Networks for Time-series Classification},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-112},
doi = {10.14428/ESANN/2023.ES2023-112},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GallicchioC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GarciaMB23,
author = {Guillermo Castillo Garc{\'{\i}}a and
Laura Mor{\'{a}}n{-}Fern{\'{a}}ndez and
Ver{\'{o}}nica Bol{\'{o}}n{-}Canedo},
title = {Efficient feature selection for domain adaptation using Mutual Information
Maximization},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-61},
doi = {10.14428/ESANN/2023.ES2023-61},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GarciaMB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GergelyC23,
author = {Mali Imre Gergely and
Gabriela Czibula},
title = {Policy-Based Reinforcement Learning in the Generalized Rock-Paper-Scissors
Game},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-92},
doi = {10.14428/ESANN/2023.ES2023-92},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GergelyC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/HickmannRKSR23,
author = {M. Lautaro Hickmann and
Arne P. Raulf and
Frank K{\"{o}}ster and
Friedhelm Schwenker and
Hans{-}Martin Rieser},
title = {Potential analysis of a Quantum {RL} controller in the context of
autonomous driving},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-22},
doi = {10.14428/ESANN/2023.ES2023-22},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/HickmannRKSR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/HinderH23,
author = {Fabian Hinder and
Barbara Hammer},
title = {Feature Selection for Concept Drift Detection},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-55},
doi = {10.14428/ESANN/2023.ES2023-55},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/HinderH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/HubermontTQ23,
author = {Antoine Hubermont and
Elio Tuci and
Nicola De Quattro},
title = {Simultaneous failures classification in a predictive maintenance case},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-129},
doi = {10.14428/ESANN/2023.ES2023-129},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/HubermontTQ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/HyseniRL23,
author = {Fjola Hyseni and
Nicolas P. Rougier and
Arthur Leblois},
title = {Comparative study of the synfire chain and ring attractor model for
timing in the premotor nucleus in male Zebra Finches},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-120},
doi = {10.14428/ESANN/2023.ES2023-120},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/HyseniRL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KezarSCTSC23,
author = {Lee Kezar and
Tejas Srinivasan and
Riley Carlin and
Jesse Thomason and
Zed Sevcikova Sehyr and
Naomi Caselli},
title = {Exploring Strategies for Modeling Sign Language Phonology},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-83},
doi = {10.14428/ESANN/2023.ES2023-83},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/KezarSCTSC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KhairyB23,
author = {Sami Khairy and
Prasanna Balaprakash},
title = {Multi-Fidelity Reinforcement Learning with Control Variates},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-181},
doi = {10.14428/ESANN/2023.ES2023-181},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/KhairyB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LaisneRS23,
author = {Gautier Laisn{\'{e}} and
Nasser Rezzoug and
Jean Marc Salotti},
title = {Derivative-Free Optimization Approaches for Force Polytopes Prediction},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-122},
doi = {10.14428/ESANN/2023.ES2023-122},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LaisneRS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Lambert0CB23,
author = {Pierre Lambert and
John A. Lee and
Edouard Couplet and
Cyril de Bodt},
title = {Nesterov momentum and gradient normalization to improve t-SNE convergence
and neighborhood preservation, without early exaggeration},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-147},
doi = {10.14428/ESANN/2023.ES2023-147},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Lambert0CB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LandolfiBN23,
author = {Francesco Landolfi and
Davide Bacciu and
Danilo Numeroso},
title = {A Tropical View of Graph Neural Networks},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-27},
doi = {10.14428/ESANN/2023.ES2023-27},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LandolfiBN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LiYNN23,
author = {Yichun Li and
Yuxing Yang and
Rajesh Nair and
Syed Mohsen Naqvi},
title = {Action-Based {ADHD} Diagnosis in Video},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-17},
doi = {10.14428/ESANN/2023.ES2023-17},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LiYNN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LinjaHK23,
author = {Joakim Linja and
Joonas H{\"{a}}m{\"{a}}l{\"{a}}inen and
Tommi K{\"{a}}rkk{\"{a}}inen},
title = {Feature Selection for Multi-label Classification with Minimal Learning
Machine},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-134},
doi = {10.14428/ESANN/2023.ES2023-134},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LinjaHK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LourencoFMMBA23,
author = {Afonso Louren{\c{c}}o and
Carolina Ferraz and
Jorge Meira and
Goreti Marreiros and
Ver{\'{o}}nica Bol{\'{o}}n{-}Canedo and
Amparo Alonso{-}Betanzos},
title = {Automated green machine learning for condition-based maintenance},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-85},
doi = {10.14428/ESANN/2023.ES2023-85},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LourencoFMMBA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MarchelloCB23,
author = {Giulia Marchello and
Marco Corneli and
Charles Bouveyron},
title = {Deep dynamic co-clustering of streams of count data: a new online
Zip-dLBM},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-86},
doi = {10.14428/ESANN/2023.ES2023-86},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MarchelloCB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Martin-Guerrero23,
author = {Jos{\'{e}} D. Mart{\'{\i}}n{-}Guerrero and
Lucas Lamata and
Thomas Villmann},
title = {Quantum Artificial Intelligence: {A} tutorial},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-2},
doi = {10.14428/ESANN/2023.ES2023-2},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Martin-Guerrero23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MassartA23,
author = {Estelle M. Massart and
Vinayak Abrol},
title = {Coordinate descent on the Stiefel manifold for deep neural network
training},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-143},
doi = {10.14428/ESANN/2023.ES2023-143},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MassartA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MeolaW23,
author = {Alberto Meola and
S{\"{o}}ren Weinrich},
title = {Hybrid modelling of dynamic anaerobic digestion process in full-scale
with {LSTM} {NN} and {BMP} measurements},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-133},
doi = {10.14428/ESANN/2023.ES2023-133},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MeolaW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MoggridgeH0L23,
author = {Paul Moggridge and
Na Helian and
Yi Sun and
Mariana Lilley},
title = {On Instance Weighted Clustering Ensembles},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-91},
doi = {10.14428/ESANN/2023.ES2023-91},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MoggridgeH0L23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Mosqueira-ReyVH23,
author = {Eduardo Mosqueira{-}Rey and
David V{\'{a}}zquez{-}Lema and
Elena Hern{\'{a}}ndez{-}Pereira},
title = {Evaluating Curriculum Learning Strategies for Pancreatic Cancer Prediction},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-141},
doi = {10.14428/ESANN/2023.ES2023-141},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Mosqueira-ReyVH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MunchBESV23,
author = {Maximilian M{\"{u}}nch and
Katrin Sophie Bohnsack and
Alexander Engelsberger and
Frank{-}Michael Schleif and
Thomas Villmann},
title = {Sparse Nystr{\"{o}}m Approximation for Non-Vectorial Data Using
Class-informed Landmark Selection},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-136},
doi = {10.14428/ESANN/2023.ES2023-136},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MunchBESV23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Napoli0DRBB23,
author = {Ot{\'{a}}vio Oliveira Napoli and
Ana Maria de Almeida and
Jos{\'{e}} Miguel Sales Dias and
Lu{\'{\i}}s Br{\'{a}}s Ros{\'{a}}rio and
Edson Borin and
Maur{\'{\i}}cio Breternitz Jr.},
title = {Efficient Knowledge Aggregation Methods for Weightless Neural Networks},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-123},
doi = {10.14428/ESANN/2023.ES2023-123},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Napoli0DRBB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/NavarinPOS23,
author = {Nicol{\`{o}} Navarin and
Luca Pasa and
Luca Oneto and
Alessandro Sperduti},
title = {An Empirical Study of Over-Parameterized Neural Models based on Graph
Random Features},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-145},
doi = {10.14428/ESANN/2023.ES2023-145},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/NavarinPOS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/NgaffoAFP23,
author = {Armielle Noulapeu Ngaffo and
Julien Albert and
Beno{\^{\i}}t Fr{\'{e}}nay and
Gilles Perrouin},
title = {FairBayRank: {A} Fair Personalized Bayesian Ranker},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-81},
doi = {10.14428/ESANN/2023.ES2023-81},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/NgaffoAFP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/NunnariRRBFMBES23,
author = {Fabrizio Nunnari and
Annette Rios and
Uwe Reichel and
Chirag Bhuvaneshwara and
Panagiotis Paraskevas Filntisis and
Petros Maragos and
Felix Burkhardt and
Florian Eyben and
Bj{\"{o}}rn W. Schuller and
Sarah Ebling},
title = {Multimodal Recognition of Valence, Arousal and Dominance via Late-Fusion
of Text, Audio and Facial Expressions},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-128},
doi = {10.14428/ESANN/2023.ES2023-128},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/NunnariRRBFMBES23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/OnetoRA23,
author = {Luca Oneto and
Sandro Ridella and
Davide Anguita},
title = {Towards Randomized Algorithms and Models that We Can Trust: a Theoretical
Perspective},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-29},
doi = {10.14428/ESANN/2023.ES2023-29},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/OnetoRA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Papachristodoulou23,
author = {Andreas Papachristodoulou and
Christos Kyrkou and
Stelios Timotheou and
Theocharis Theocharides},
title = {Introducing Convolutional Channel-wise Goodness in Forward-Forward
Learning},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-121},
doi = {10.14428/ESANN/2023.ES2023-121},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Papachristodoulou23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PapeDECS23,
author = {David Pape and
Sina D{\"{a}}ubener and
Thorsten Eisenhofer and
Antonio Emanuele Cin{\`{a}} and
Lea Sch{\"{o}}nherr},
title = {On the Limitations of Model Stealing with Uncertainty Quantification
Models},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-125},
doi = {10.14428/ESANN/2023.ES2023-125},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PapeDECS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PardiTM23,
author = {Matteo Pardi and
Domenico Tortorella and
Alessio Micheli},
title = {Entropy Based Regularization Improves Performance in the Forward-Forward
Algorithm},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-79},
doi = {10.14428/ESANN/2023.ES2023-79},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PardiTM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PatraHT23,
author = {Sukanya Patra and
Le Thi Khanh Hien and
Souhaib Ben Taieb},
title = {Anomaly detection in irregular image sequences for concentrated solar
power plants},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-178},
doi = {10.14428/ESANN/2023.ES2023-178},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PatraHT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PhamCA23,
author = {Dinh Nam Pham and
Vera Czehmann and
Eleftherios Avramidis},
title = {Disambiguating Signs: Deep Learning-based Gloss-level Classification
for German Sign Language by Utilizing Mouth Actions},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-168},
doi = {10.14428/ESANN/2023.ES2023-168},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PhamCA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PinonJD23,
author = {Brieuc Pinon and
Rapha{\"{e}}l M. Jungers and
Jean{-}Charles Delvenne},
title = {A model-based approach to meta-Reinforcement Learning: Transformers
and tree search},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-117},
doi = {10.14428/ESANN/2023.ES2023-117},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PinonJD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PintorDB23,
author = {Maura Pintor and
Ambra Demontis and
Battista Biggio},
title = {Towards Machine Learning Models that We Can Trust: Testing, Improving,
and Explaining Robustness},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-5},
doi = {10.14428/ESANN/2023.ES2023-5},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PintorDB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PirasFMSPBD23,
author = {Giorgio Piras and
Giuseppe Floris and
Raffaele Mura and
Luca Scionis and
Maura Pintor and
Battista Biggio and
Ambra Demontis},
title = {Improving Fast Minimum-Norm Attacks with Hyperparameter Optimization},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-164},
doi = {10.14428/ESANN/2023.ES2023-164},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PirasFMSPBD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Poggiali0BCG23,
author = {Alessandro Poggiali and
Anna Bernasconi and
Alessandro Berti and
Gianna M. Del Corso and
Riccardo Guidotti},
title = {Quantum Feature Selection with Variance Estimation},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-99},
doi = {10.14428/ESANN/2023.ES2023-99},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Poggiali0BCG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PolGGCHPOE23,
author = {Adrian Alan Pol and
Ekaterina Govorkova and
Sonja Gr{\"{o}}nroos and
Nadezda Chernyavskaya and
Philip C. Harris and
Maurizio Pierini and
Isobel Ojalvo and
Peter Elmer},
title = {Knowledge Distillation for Anomaly Detection},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-159},
doi = {10.14428/ESANN/2023.ES2023-159},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PolGGCHPOE23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/RastAEC23,
author = {Alex Rast and
Mario Antoine Aoun and
Eleni Elia and
Nigel T. Crook},
title = {Efficient Learning in Spiking Models},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-1},
doi = {10.14428/ESANN/2023.ES2023-1},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/RastAEC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/RavichandranLH23,
author = {Naresh Balaji Ravichandran and
Anders Lansner and
Pawel Andrzej Herman},
title = {Spiking neural networks with Hebbian plasticity for unsupervised representation
learning},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-169},
doi = {10.14428/ESANN/2023.ES2023-169},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/RavichandranLH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/RichertSOB23,
author = {Frederieke Richert and
Michiel Straat and
Elisa Oostwal and
Michael Biehl},
title = {Layered Neural Networks with {GELU} Activation, a Statistical Mechanics
Analysis},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-72},
doi = {10.14428/ESANN/2023.ES2023-72},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/RichertSOB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/RodriguezLB23,
author = {Javier Martinez Rodriguez and
Martha A. Larson and
Louis ten Bosch},
title = {Exploring the Importance of Sign Language Phonology for a Deep Neural
Network},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-138},
doi = {10.14428/ESANN/2023.ES2023-138},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/RodriguezLB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/RussoWMN23,
author = {Nicola Russo and
Yuzhong Wan and
Thomas Madsen and
Konstantin Nikolic},
title = {Pattern Recognition Spiking Neural Network for Classification of Chinese
Characters},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-174},
doi = {10.14428/ESANN/2023.ES2023-174},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/RussoWMN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SanchezMT23,
author = {Luis Sanchez and
Erzs{\'{e}}bet Mer{\'{e}}nyi and
Christopher D. Tunnell},
title = {SOM-based Classification and a Novel Stopping Criterion for Astroparticle
Applications},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-177},
doi = {10.14428/ESANN/2023.ES2023-177},
timestamp = {Wed, 19 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SanchezMT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SantiagoSA23,
author = {Kylliann De Santiago and
Marie Szafranski and
Christophe Ambroise},
title = {Mixture of stochastic block models for multiview clustering},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-54},
doi = {10.14428/ESANN/2023.ES2023-54},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SantiagoSA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SchneiderBABKHB23,
author = {Helen Schneider and
David Biesner and
Akash Ashokan and
Maximilian Bro{\ss} and
Rebecca Kador and
Sandra Halscheidt and
Gabor Bagyo and
Peter Dankerl and
Haissam Ragab and
Jin Yamamura and
Christoph Labisch and
Rafet Sifa},
title = {Segmentation and Analysis of Lumbar Spine {MRI} Scans for Vertebral
Body Measurements},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-88},
doi = {10.14428/ESANN/2023.ES2023-88},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SchneiderBABKHB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ShiL23,
author = {Zhengxiang Shi and
Aldo Lipani},
title = {Rethink the Effectiveness of Text Data Augmentation: An Empirical
Analysis},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-42},
doi = {10.14428/ESANN/2023.ES2023-42},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ShiL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ShumskaB23,
author = {Mariya Shumska and
Kerstin Bunte},
title = {Multispectral Texture Classification in Agriculture},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-110},
doi = {10.14428/ESANN/2023.ES2023-110},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ShumskaB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SilvaJFAO23,
author = {Leandro H. de S. Silva and
Agostinho A. F. J{\'{u}}nior and
Bruno J. T. Fernandes and
George O. de A. Azevedo and
Sergio C. Oliveira},
title = {Evaluation of Contrastive Learning for Electronic Component Detection},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-167},
doi = {10.14428/ESANN/2023.ES2023-167},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SilvaJFAO23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Souza0F23,
author = {Guilherme Souza and
Priscila Lima and
Felipe M. G. Fran{\c{c}}a},
title = {Sun Tracking using a Weightless Q-Learning Neural Network},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-100},
doi = {10.14428/ESANN/2023.ES2023-100},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Souza0F23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SpinelliGBS23,
author = {Indro Spinelli and
Michele Guerra and
Filippo Maria Bianchi and
Simone Scardapane},
title = {Combining Stochastic Explainers and Subgraph Neural Networks can Increase
Expressivity and Interpretability},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-13},
doi = {10.14428/ESANN/2023.ES2023-13},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SpinelliGBS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/StassinAMS23,
author = {S{\'{e}}drick Stassin and
Otmane Amel and
Sidi Ahmed Mahmoudi and
Xavier Siebert},
title = {Similarity versus Supervision: Best Approaches for {HS} Code Prediction},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-163},
doi = {10.14428/ESANN/2023.ES2023-163},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/StassinAMS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/StruniawskiKK23,
author = {Karol Struniawski and
Aleksandra Konopka and
Ryszard Kozera},
title = {Performance Evaluation of Activation Functions in Extreme Learning
Machine},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-31},
doi = {10.14428/ESANN/2023.ES2023-31},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/StruniawskiKK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Suarez-MarcoteM23,
author = {Samuel Su{\'{a}}rez{-}Marcote and
Laura Mor{\'{a}}n{-}Fern{\'{a}}ndez and
Ver{\'{o}}nica Bol{\'{o}}n{-}Canedo},
title = {Logarithmic division for green feature selection: an information-theoretic
approach},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-77},
doi = {10.14428/ESANN/2023.ES2023-77},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Suarez-MarcoteM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SwazinnaUR23,
author = {Phillip Swazinna and
Steffen Udluft and
Thomas A. Runkler},
title = {Automatic Trade-off Adaptation in Offline {RL}},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-46},
doi = {10.14428/ESANN/2023.ES2023-46},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SwazinnaUR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/TorresRA23,
author = {Luis H. M. Torres and
Bernardete Ribeiro and
Joel Arrais},
title = {Convolutional Transformer via Graph Embeddings for Few-shot Toxicity
and Side Effect Prediction},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-66},
doi = {10.14428/ESANN/2023.ES2023-66},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/TorresRA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/TortorellaM23,
author = {Domenico Tortorella and
Alessio Micheli},
title = {Richness of Node Embeddings in Graph Echo State Networks},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-51},
doi = {10.14428/ESANN/2023.ES2023-51},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/TortorellaM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/TrinhNNNN23,
author = {Quoc{-}Huy Trinh and
Hieu Nguyen and
Van Nguyen and
Xuan{-}Mao Nguyen and
Hai{-}Dang Nguyen},
title = {Graph for Transformer Feature: {A} New Approach for Face Anti-Spoofing},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-14},
doi = {10.14428/ESANN/2023.ES2023-14},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/TrinhNNNN23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/VaquetBH23,
author = {Valerie Vaquet and
Johannes Brinkrolf and
Barbara Hammer},
title = {Robust Feature Selection and Robust Training to Cope with Hyperspectral
Sensor Shifts},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-158},
doi = {10.14428/ESANN/2023.ES2023-158},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/VaquetBH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/VillmannSK23,
author = {Thomas Villmann and
Ronny Schubert and
Marika Kaden},
title = {Variants of Neural Gas for Regression Learning},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-94},
doi = {10.14428/ESANN/2023.ES2023-94},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/VillmannSK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/VuNL023,
author = {Thanh Vu and
Huy Ngo and
Bac Le and
Thanh Le},
title = {FouriER: Link Prediction by Mixing Tokens with Fourier-enhanced MetaFormer},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-73},
doi = {10.14428/ESANN/2023.ES2023-73},
timestamp = {Sun, 06 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/VuNL023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/WangBD23,
author = {Weiwei Wang and
Stefano Bromuri and
Michel Dumontier},
title = {Graph-based Categorical Embedding},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-32},
doi = {10.14428/ESANN/2023.ES2023-32},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/WangBD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/WeiskeJ23,
author = {Felix Weiske and
Jens J{\"{a}}kel},
title = {Robust and Cheap Safety Measure for Exoskeletal Learning Control with
Estimated Uniform {PAC} {(EUPAC)}},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-40},
doi = {10.14428/ESANN/2023.ES2023-40},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/WeiskeJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/YoonYL23,
author = {Jungeun Yoon and
Dasong Yu and
Youngjae Lee},
title = {Hybrid Deep Learning-Based Air and Water Quality Prediction Model},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-44},
doi = {10.14428/ESANN/2023.ES2023-44},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/YoonYL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/YuT23,
author = {Zhengyang Yu and
Jochen Triesch},
title = {{CRE:} Circle relationship embedding of patches in vision transformer},
booktitle = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://doi.org/10.14428/esann/2023.ES2023-75},
doi = {10.14428/ESANN/2023.ES2023-75},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/YuT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/esann/2023,
title = {31st European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2023, Bruges, Belgium,
October 4-6, 2023},
year = {2023},
url = {https://www.esann.org/proceedings/2023},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/2023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/000122,
author = {Oliver Kramer},
title = {A Fast and Simple Evolution Strategy with Covariance Matrix Estimation},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-112},
doi = {10.14428/ESANN/2022.ES2022-112},
timestamp = {Mon, 22 May 2023 11:29:57 +0200},
biburl = {https://dblp.org/rec/conf/esann/000122.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AbadyDB22,
author = {Lydia Abady and
Giovanna Maria Dimitri and
Mauro Barni},
title = {Detection and Localization of {GAN} Manipulated Multi-spectral Satellite
Images},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-39},
doi = {10.14428/ESANN/2022.ES2022-39},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/AbadyDB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AndreiniD22,
author = {Paolo Andreini and
Giovanna Maria Dimitri},
title = {Deep Semantic Segmentation Models in Computer Vision},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-5},
doi = {10.14428/ESANN/2022.ES2022-5},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/AndreiniD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AndreiniPCEC22,
author = {Paolo Andreini and
Niccol{\`{o}} Pancino and
Filippo Costanti and
Gabriele Eusepi and
Barbara Toniella Corradini},
title = {A Deep Learning approach for oocytes segmentation and analysis},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-44},
doi = {10.14428/ESANN/2022.ES2022-44},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/AndreiniPCEC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ArgentieriGM22,
author = {Luca Argentieri and
Claudio Gallicchio and
Alessio Micheli},
title = {Input Routed Echo State Networks},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-90},
doi = {10.14428/ESANN/2022.ES2022-90},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ArgentieriGM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ArteltVH22,
author = {Andr{\'{e}} Artelt and
Roel Visser and
Barbara Hammer},
title = {Model Agnostic Local Explanations of Reject},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-34},
doi = {10.14428/ESANN/2022.ES2022-34},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ArteltVH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BacciuENPZ22,
author = {Davide Bacciu and
Federico Errica and
Nicol{\`{o}} Navarin and
Luca Pasa and
Daniele Zambon},
title = {Deep Learning for Graphs},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-7},
doi = {10.14428/ESANN/2022.ES2022-7},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BacciuENPZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BacellarSVMADBJ22,
author = {Alan T. L. Bacellar and
Zachary Susskind and
Luis A. Q. Villon and
Igor D. S. Miranda and
Leandro Santiago de Ara{\'{u}}jo and
Diego Leonel Cadette Dutra and
Maur{\'{\i}}cio Breternitz Jr. and
Lizy K. John and
Priscila M. V. Lima and
Felipe M. G. Fran{\c{c}}a},
title = {Distributive Thermometer: {A} New Unary Encoding for Weightless Neural
Networks},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-94},
doi = {10.14428/ESANN/2022.ES2022-94},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BacellarSVMADBJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BaelenK22,
author = {Quinten Van Baelen and
Peter Karsmakers},
title = {Constraint Guided Gradient Descent: Guided Training with Inequality
Constraints},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-105},
doi = {10.14428/ESANN/2022.ES2022-105},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BaelenK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Bague-MasanesBR22,
author = {Roger Bagu{\'{e}}{-}Masan{\'{e}}s and
Ver{\'{o}}nica Bol{\'{o}}n{-}Canedo and
Beatriz Remeseiro},
title = {The role of feature selection in personalized recommender systems},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-43},
doi = {10.14428/ESANN/2022.ES2022-43},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Bague-MasanesBR22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BakerRH22,
author = {Nermeen Abou Baker and
David Rohrschneider and
Uwe Handmann},
title = {Battery detection of XRay images using transfer learning},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-60},
doi = {10.14428/ESANN/2022.ES2022-60},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BakerRH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BarileADMSH22,
author = {Berardino Barile and
Pooya Ashtari and
Fran{\c{c}}oise Durand{-}Dubief and
Frederik Maes and
Dominique Sappey{-}Marinier and
Sabine Van Huffel},
title = {A Kernel Based Multilinear {SVD} Approach for Multiple Sclerosis Profiles
Classification},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-17},
doi = {10.14428/ESANN/2022.ES2022-17},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BarileADMSH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Bel-HadjWS22,
author = {Yacine Bel{-}Hadj and
Wout Weijtjens and
Francisco de Nolasco Santos},
title = {Anomaly detection and representation learning in an instrumented railway
bridge},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-29},
doi = {10.14428/ESANN/2022.ES2022-29},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Bel-HadjWS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BlancoEGCVGV22,
author = {Ignacio D{\'{\i}}az Blanco and
Jos{\'{e}} M. Enguita and
Diego Garc{\'{\i}}a{-}P{\'{e}}rez and
Maria Dolores Chiara{-}Romero and
Nuria Vald{\'{e}}s and
Ana Gonz{\'{a}}lez{-}Mu{\~{n}}iz and
Abel Alberto Cuadrado Vega},
title = {Interactive visual analytics for medical data: application to {COVID-19}
clinical information during the first wave},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-31},
doi = {10.14428/ESANN/2022.ES2022-31},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BlancoEGCVGV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BlancoEGGVCV22,
author = {Ignacio D{\'{\i}}az Blanco and
Jos{\'{e}} M. Enguita and
Diego Garc{\'{\i}}a{-}P{\'{e}}rez and
Ana Gonz{\'{a}}lez{-}Mu{\~{n}}iz and
Abel Alberto Cuadrado Vega and
Maria Dolores Chiara{-}Romero and
Nuria Vald{\'{e}}s},
title = {Interactive dual projections for gene expression analysis},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-22},
doi = {10.14428/ESANN/2022.ES2022-22},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BlancoEGGVCV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BohnsackKVV22,
author = {Katrin Sophie Bohnsack and
Marika Kaden and
Julius Voigt and
Thomas Villmann},
title = {Efficient classification learning of biochemical structured data by
means of relevance weighting for sensoric response features},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-36},
doi = {10.14428/ESANN/2022.ES2022-36},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BohnsackKVV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Bolon-CanedoGM22,
author = {Ver{\'{o}}nica Bol{\'{o}}n{-}Canedo and
Guillermo Castillo Garc{\'{\i}}a and
Laura Mor{\'{a}}n{-}Fern{\'{a}}ndez},
title = {Feature selection for transfer learning using particle swarm optimization
and complexity measures},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-57},
doi = {10.14428/ESANN/2022.ES2022-57},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Bolon-CanedoGM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Bonechi22,
author = {Simone Bonechi},
title = {A weakly supervised approach to skin lesion segmentation},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-46},
doi = {10.14428/ESANN/2022.ES2022-46},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Bonechi22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BonettaC22,
author = {Giovanni Bonetta and
Rossella Cancelliere},
title = {Lightening {CNN} architectures by regularization driven weights' pruning},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-102},
doi = {10.14428/ESANN/2022.ES2022-102},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BonettaC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BrinkrolfVHMSH22,
author = {Johannes Brinkrolf and
Valerie Vaquet and
Fabian Hinder and
Patrick Menz and
Udo Seiffert and
Barbara Hammer},
title = {Federated learning vector quantization for dealing with drift between
nodes},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-89},
doi = {10.14428/ESANN/2022.ES2022-89},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BrinkrolfVHMSH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CaldartPOSN22,
author = {Federico Caldart and
Luca Pasa and
Luca Oneto and
Alessandro Sperduti and
Nicol{\`{o}} Navarin},
title = {Biased Edge Dropout in {NIFTY} for Fair Graph Representation Learning},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-99},
doi = {10.14428/ESANN/2022.ES2022-99},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/CaldartPOSN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CaroGB22,
author = {Valerio De Caro and
Claudio Gallicchio and
Davide Bacciu},
title = {Federated Adaptation of Reservoirs via Intrinsic Plasticity},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-98},
doi = {10.14428/ESANN/2022.ES2022-98},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/CaroGB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CeniG22,
author = {Andrea Ceni and
Claudio Gallicchio},
title = {Orthogonality in Additive Echo State Networks},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-47},
doi = {10.14428/ESANN/2022.ES2022-47},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/CeniG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CoeurdouxDC22,
author = {Florentin Coeurdoux and
Nicolas Dobigeon and
Pierre Chainais},
title = {Sliced-Wasserstein normalizing flows: beyond maximum likelihood training},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-101},
doi = {10.14428/ESANN/2022.ES2022-101},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/CoeurdouxDC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CoussirouVL22,
author = {Jean Coussirou and
Thomas Vanaret and
J{\'{e}}r{\^{o}}me Lacaille},
title = {Anomaly detections on the oil system of a turbofan engine by a neural
autoencoder},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-24},
doi = {10.14428/ESANN/2022.ES2022-24},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/CoussirouVL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CuzaLLN22,
author = {Daniela Cuza and
Andrea Loreggia and
Alessandra Lumini and
Loris Nanni},
title = {Deep Semantic Segmentation in Skin Detection},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-35},
doi = {10.14428/ESANN/2022.ES2022-35},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/CuzaLLN22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/DelogneSJ22,
author = {R{\'{e}}mi Delogne and
Vincent Schellekens and
Laurent Jacques},
title = {{ROP} inception: signal estimation with quadratic random sketching},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-97},
doi = {10.14428/ESANN/2022.ES2022-97},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/DelogneSJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/DzemidovichG22,
author = {Nadzeya Dzemidovich and
Alexander Gepperth},
title = {An empirical comparison of generators in replay-based continual learning},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-111},
doi = {10.14428/ESANN/2022.ES2022-111},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/DzemidovichG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/EmamiM22,
author = {Seyedsaman Emami and
Gonzalo Mart{\'{\i}}nez{-}Mu{\~{n}}oz},
title = {Multioutput Regression Neural Network Training via Gradient Boosting},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-95},
doi = {10.14428/ESANN/2022.ES2022-95},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/EmamiM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/EnderichH22,
author = {Lukas Enderich and
Simon Heming},
title = {Real-time capable Ensemble Estimation for 2D Object Detection},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-41},
doi = {10.14428/ESANN/2022.ES2022-41},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/EnderichH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/FillionKB22,
author = {Anthony Fillion and
Thibaut Kulak and
Fran{\c{c}}ois Blayo},
title = {A bayesian variational principle for dynamic self organizing maps},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-11},
doi = {10.14428/ESANN/2022.ES2022-11},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/FillionKB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Frezza-Buet22,
author = {Herv{\'{e}} Frezza{-}Buet},
title = {Graph-Induced Geodesics Approximation for Non-Euclidian K-Means},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-14},
doi = {10.14428/ESANN/2022.ES2022-14},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Frezza-Buet22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GepperthL22,
author = {Alexander Gepperth and
Timoth{\'{e}}e Lesort},
title = {Tutorial - Continual Learning beyond classification},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-4},
doi = {10.14428/ESANN/2022.ES2022-4},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GepperthL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GhahramaniA22,
author = {Mohammadmahdi Ghahramani and
Fabio Aiolli},
title = {Price direction prediction in financial markets, using Random Forest
and Adaboost},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-115},
doi = {10.14428/ESANN/2022.ES2022-115},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GhahramaniA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GregorioCMPS22,
author = {Massimo De Gregorio and
Alfonso Di Costanzo and
Andrea Motta and
Debora Paris and
Antonio Sorgente},
title = {Classification of preclinical markers in Alzheimer's disease via WiSARD
classifier},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-63},
doi = {10.14428/ESANN/2022.ES2022-63},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GregorioCMPS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Gutowski22,
author = {Tomasz Gutowski},
title = {Deep learning for Parkinson's disease symptom detection and severity
evaluation using accelerometer signal},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-107},
doi = {10.14428/ESANN/2022.ES2022-107},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Gutowski22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/HinderAVH22,
author = {Fabian Hinder and
Andr{\'{e}} Artelt and
Valerie Vaquet and
Barbara Hammer},
title = {Contrasting Explanation of Concept Drift},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-71},
doi = {10.14428/ESANN/2022.ES2022-71},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/HinderAVH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KennewegSH22,
author = {Philip Kenneweg and
Sarah Schr{\"{o}}der and
Barbara Hammer},
title = {Neural Architecture Search for Sentence Classification with {BERT}},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-45},
doi = {10.14428/ESANN/2022.ES2022-45},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/KennewegSH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KilariBRG022,
author = {Nikhil Kilari and
Gaurab Bhattacharya and
K. Pavan Kumar Reddy and
Jayavardhana Gubbi and
Arpan Pal},
title = {Appearance-Context aware Axial Attention for Fashion Landmark Detection},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-74},
doi = {10.14428/ESANN/2022.ES2022-74},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/KilariBRG022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KisselD22,
author = {Matthias Kissel and
Klaus Diepold},
title = {Deep Convolutional Neural Networks with Sequentially Semiseparable
Weight Matrices},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-21},
doi = {10.14428/ESANN/2022.ES2022-21},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/KisselD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KomorniczakK22,
author = {Joanna Komorniczak and
Pawel Ksieniewicz},
title = {Data stream generation through real concept's interpolation},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-49},
doi = {10.14428/ESANN/2022.ES2022-49},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/KomorniczakK22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KrugerBB22,
author = {Jo{\~{a}}o Gabriel Corr{\^{e}}a Kr{\"{u}}ger and
Jean Paul Barddal and
Alceu de Souza Britto Jr.},
title = {A Machine Learning Approach for School Dropout Prediction in Brazil},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-15},
doi = {10.14428/ESANN/2022.ES2022-15},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/KrugerBB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KrutsyloM22,
author = {Andrii Krutsylo and
Pawel Morawiecki},
title = {Diverse Memory for Experience Replay in Continual Learning},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-83},
doi = {10.14428/ESANN/2022.ES2022-83},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/KrutsyloM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KumaraswamyODLS22,
author = {Suresh Kirthi Kumaraswamy and
Alexey Ozerov and
Ngoc Q. K. Duong and
Anne Lambert and
Fran{\c{c}}ois Schnitzler and
Patrick Fontaine},
title = {Feature Compression Using Dynamic Switches in Multi-split CNNs},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-18},
doi = {10.14428/ESANN/2022.ES2022-18},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/KumaraswamyODLS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Landolfi22,
author = {Francesco Landolfi},
title = {Revisiting Edge Pooling in Graph Neural Networks},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-92},
doi = {10.14428/ESANN/2022.ES2022-92},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Landolfi22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LiangCBL22,
author = {Dingge Liang and
Marco Corneli and
Charles Bouveyron and
Pierre Latouche},
title = {Deep latent position model for node clustering in graphs},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-30},
doi = {10.14428/ESANN/2022.ES2022-30},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LiangCBL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LoucheurAJ22,
author = {Beno{\^{\i}}t Loucheur and
Pierre{-}Antoine Absil and
Michel Journ{\'{e}}e},
title = {Gap filling in air temperature series by matrix completion methods},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-67},
doi = {10.14428/ESANN/2022.ES2022-67},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LoucheurAJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LuimstraB22,
author = {Gerrit Luimstra and
Kerstin Bunte},
title = {Adaptive Gabor Filters for Interpretable Color Texture Classification},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-87},
doi = {10.14428/ESANN/2022.ES2022-87},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LuimstraB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MatteoniCGLB22,
author = {Federico Matteoni and
Andrea Cossu and
Claudio Gallicchio and
Vincenzo Lomonaco and
Davide Bacciu},
title = {Continual Learning for Human State Monitoring},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-38},
doi = {10.14428/ESANN/2022.ES2022-38},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MatteoniCGLB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MazurAH22,
author = {Andreas Mazur and
Andr{\'{e}} Artelt and
Barbara Hammer},
title = {Improving Zorro Explanations for Sparse Observations with Dense Proxy
Data},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-27},
doi = {10.14428/ESANN/2022.ES2022-27},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MazurAH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MeconcelliBD22,
author = {Duccio Meconcelli and
Simone Bonechi and
Giovanna Maria Dimitri},
title = {Deep Learning Approaches for mice glomeruli segmentation},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-40},
doi = {10.14428/ESANN/2022.ES2022-40},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MeconcelliBD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MegyeriA22,
author = {Istv{\'{a}}n Megyeri and
Ammar Al{-}Najjar},
title = {{PCA} improves the adversarial robustness of neural networks},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-96},
doi = {10.14428/ESANN/2022.ES2022-96},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MegyeriA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MenzVHS22,
author = {Patrick Menz and
Valerie Vaquet and
Barbara Hammer and
Udo Seiffert},
title = {From hyperspectral to multispectral sensing - from simulation to reality:
{A} comprehensive approach for calibration model transfer},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-56},
doi = {10.14428/ESANN/2022.ES2022-56},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MenzVHS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Meyer-VeitRGS22,
author = {Felix Meyer{-}Veit and
Rania Rayyes and
Andreas O. H. Gerstner and
Jochen J. Steil},
title = {Hyperspectral Wavelength Analysis with U-Net for Larynx Cancer Detection},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-100},
doi = {10.14428/ESANN/2022.ES2022-100},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Meyer-VeitRGS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MichielsSHVD22,
author = {Steven Michiels and
C{\'{e}}dric De Schryver and
Lynn Houthuys and
Frederik Vogeler and
Frederik Desplentere},
title = {Machine learning for automated quality control in injection moulding
manufacturing},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-48},
doi = {10.14428/ESANN/2022.ES2022-48},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MichielsSHVD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Milon-HarnoisJS22,
author = {Ga{\"{e}}lle Milon{-}Harnois and
Nisrine Jrad and
Daniel Schang and
Patrick Van Bogaert and
Pierre Chauvet},
title = {1D vs 2D convolutional neural networks for scalp high frequency oscillations
identification},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-84},
doi = {10.14428/ESANN/2022.ES2022-84},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Milon-HarnoisJS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MokhtariVLMETG22,
author = {Mohammed El Amine Mokhtari and
Virginie Vandenbulcke and
Sohaib Laraba and
Matei Mancas and
Elias Ennadifi and
Mohamed Lamine Tazir and
Bernard Gosselin},
title = {Semi-synthetic Data for Automatic Drone Shadow Detection},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-82},
doi = {10.14428/ESANN/2022.ES2022-82},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MokhtariVLMETG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MunchRHRS22,
author = {Maximilian M{\"{u}}nch and
Christoph Raab and
Simon Heilig and
Manuel R{\"{o}}der and
Frank{-}Michael Schleif},
title = {Adaptive multi-modal positive semi-definite and indefinite kernel
fusion for binary classification},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-70},
doi = {10.14428/ESANN/2022.ES2022-70},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MunchRHRS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Mustatea0PLD22,
author = {Sorina Mustatea and
Micha{\"{e}}l Aupetit and
Jaakko Peltonen and
Sylvain Lespinats and
Denys Dutykh},
title = {Supervised dimensionality reduction technique accounting for soft
classes},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-26},
doi = {10.14428/ESANN/2022.ES2022-26},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Mustatea0PLD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/NeumannG22,
author = {Oren Neumann and
Claudius Gros},
title = {Size Scaling in Self-Play Reinforcement Learning},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-53},
doi = {10.14428/ESANN/2022.ES2022-53},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/NeumannG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/OlteanuRY22,
author = {Madalina Olteanu and
Fabrice Rossi and
Florian Yger},
title = {Challenges in anomaly and change point detection},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-6},
doi = {10.14428/ESANN/2022.ES2022-6},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/OlteanuRY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/OnetoMGCDA22,
author = {Luca Oneto and
Simone Minisi and
Andrea Garrone and
Renzo Canepa and
Carlo Dambra and
Davide Anguita},
title = {Simple Non Regressive Informed Machine Learning Model for Predictive
Maintenance of Railway Critical Assets},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-59},
doi = {10.14428/ESANN/2022.ES2022-59},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/OnetoMGCDA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/OnetoRA22,
author = {Luca Oneto and
Sandro Ridella and
Davide Anguita},
title = {Do We Really Need a New Theory to Understand the Double-Descent?},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-13},
doi = {10.14428/ESANN/2022.ES2022-13},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/OnetoRA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PandeyMPMS22,
author = {Arun Pandey and
Hannes De Meulemeester and
Henri De Plaen and
Bart De Moor and
Johan A. K. Suykens},
title = {Recurrent Restricted Kernel Machines for Time-series Forecasting},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-120},
doi = {10.14428/ESANN/2022.ES2022-120},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PandeyMPMS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PavaoGL22,
author = {Adrien Pav{\~{a}}o and
Isabelle Guyon and
Zhengying Liu},
title = {Filtering participants improves generalization in competitions and
benchmarks},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-72},
doi = {10.14428/ESANN/2022.ES2022-72},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PavaoGL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PereiraS0M22,
author = {Francisco Pereira and
Helio Silva and
Jo{\~{a}}o Gomes and
Javam C. Machado},
title = {Predicting Test Execution Times with Asymmetric Random Forests},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-114},
doi = {10.14428/ESANN/2022.ES2022-114},
timestamp = {Tue, 23 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PereiraS0M22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PoitierFF22,
author = {Pierre Poitier and
J{\'{e}}r{\^{o}}me Fink and
Beno{\^{\i}}t Fr{\'{e}}nay},
title = {Towards Better Transition Modeling in Recurrent Neural Networks: the
Case of Sign Language Tokenization},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-50},
doi = {10.14428/ESANN/2022.ES2022-50},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PoitierFF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PolatoABC22,
author = {Mirko Polato and
Fabio Aiolli and
Luca Bergamin and
Tommaso Carraro},
title = {Bayes Point Rule Set Learning},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-108},
doi = {10.14428/ESANN/2022.ES2022-108},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PolatoABC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PotterPCS22,
author = {Michael Potter and
Ilkay Yildiz Potter and
Octavia I. Camps and
Mario Sznaier},
title = {Dynamics-aware Representation Learning via Multivariate Time Series
Transformers},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-12},
doi = {10.14428/ESANN/2022.ES2022-12},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PotterPCS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/RabinH022,
author = {Neta Rabin and
Ben Hen and
{\'{A}}ngela Fern{\'{a}}ndez},
title = {Improving Laplacian Pyramids Regression with Localization in Frequency
and Time},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-106},
doi = {10.14428/ESANN/2022.ES2022-106},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/RabinH022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/RestaB22,
author = {Michele Resta and
Davide Bacciu},
title = {Continual Incremental Language Learning for Neural Machine Translation},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-80},
doi = {10.14428/ESANN/2022.ES2022-80},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/RestaB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/RibeiroMSLCMC22,
author = {Matheus Henrique Dal Molin Ribeiro and
Sinvaldo Rodrigues Moreno and
Ramon Gomes da Silva and
Jos{\'{e}} Henrique Klein{\"{u}}bing Larcher and
Cristiane Canton and
Viviana Cocco Mariani and
Leandro dos Santos Coelho},
title = {Wind power forecasting based on bagging extreme learning machine ensemble
model},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-117},
doi = {10.14428/ESANN/2022.ES2022-117},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/RibeiroMSLCMC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/RomeroB22,
author = {Rapha{\"{e}}l Romero and
Tijl De Bie},
title = {Embedding-based next song recommendation for playlists},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-28},
doi = {10.14428/ESANN/2022.ES2022-28},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/RomeroB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Rynkiewicz22,
author = {Joseph Rynkiewicz},
title = {Deep networks with ReLU activation functions can be smooth statistical
models},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-20},
doi = {10.14428/ESANN/2022.ES2022-20},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Rynkiewicz22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SantosDNWD22,
author = {Francisco de Nolasco Santos and
Pietro D'Antuono and
Nymfa Noppe and
Wout Weijtjens and
Christof Devriendt},
title = {Minkowski logarithmic error: {A} physics-informed neural network approach
for wind turbine lifetime assessment},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-16},
doi = {10.14428/ESANN/2022.ES2022-16},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SantosDNWD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Saveri22,
author = {Gaia Saveri},
title = {Graph Neural Networks for Propositional Model Counting},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-88},
doi = {10.14428/ESANN/2022.ES2022-88},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Saveri22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SchneiderBNLTBW22,
author = {Helen Schneider and
David Biesner and
Sebastian Nowak and
Yannik C. Layer and
Maike Theis and
Wolfgang Block and
Benjamin Wulff and
Alois M. Sprinkart and
Ulrike I. Attenberger and
Rafet Sifa},
title = {Improving Intensive Care Chest X-Ray Classification by Transfer Learning
and Automatic Label Generation},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-85},
doi = {10.14428/ESANN/2022.ES2022-85},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SchneiderBNLTBW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ShiNWKL22,
author = {Zhengxiang Shi and
Pin Ni and
Meihui Wang and
To Eun Kim and
Aldo Lipani},
title = {Attention-based Ingredient Phrase Parser},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-10},
doi = {10.14428/ESANN/2022.ES2022-10},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ShiNWKL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SusskindBAVMADL22,
author = {Zachary Susskind and
Alan T. L. Bacellar and
Aman Arora and
Luis A. Q. Villon and
Renan Mendanha and
Leandro Santiago de Ara{\'{u}}jo and
Diego Leonel Cadette Dutra and
Priscila M. V. Lima and
Felipe M. G. Fran{\c{c}}a and
Igor D. S. Miranda and
Maur{\'{\i}}cio Breternitz Jr. and
Lizy K. John},
title = {Pruning Weightless Neural Networks},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-55},
doi = {10.14428/ESANN/2022.ES2022-55},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SusskindBAVMADL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/TortorellaM22,
author = {Domenico Tortorella and
Alessio Micheli},
title = {Beyond Homophily with Graph Echo State Networks},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-58},
doi = {10.14428/ESANN/2022.ES2022-58},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/TortorellaM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/TumpachKH22,
author = {Jir{\'{\i}} Tumpach and
Jan Koza and
Martin Holena},
title = {Neural-network-based estimation of normal distributions in black-box
optimization},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-113},
doi = {10.14428/ESANN/2022.ES2022-113},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/TumpachKH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ValentiB22,
author = {Andrea Valenti and
Davide Bacciu},
title = {Modular Representations for Weak Disentanglement},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-52},
doi = {10.14428/ESANN/2022.ES2022-52},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ValentiB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/VillmannAJV22,
author = {Thomas Villmann and
Jonas S. Almeida and
John A. Lee and
Susana Vinga},
title = {Tutorial - Machine Learning and Information Theoretic Methods for
Molecular Biology and Medicine},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-3},
doi = {10.14428/ESANN/2022.ES2022-3},
timestamp = {Mon, 10 Jun 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/VillmannAJV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/VillonSBMALBJFD22,
author = {Luis A. Q. Villon and
Zachary Susskind and
Alan T. L. Bacellar and
Igor D. S. Miranda and
Leandro Santiago de Ara{\'{u}}jo and
Priscila M. V. Lima and
Maur{\'{\i}}cio Breternitz Jr. and
Lizy K. John and
Felipe M. G. Fran{\c{c}}a and
Diego Leonel Cadette Dutra},
title = {A WiSARD-based conditional branch predictor},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-65},
doi = {10.14428/ESANN/2022.ES2022-65},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/VillonSBMALBJFD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/XueA22,
author = {Jianyong Xue and
Fr{\'{e}}d{\'{e}}ric Alexandre},
title = {Developmental Modular Reinforcement Learning},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-19},
doi = {10.14428/ESANN/2022.ES2022-19},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/XueA22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/YaparO22,
author = {Oytun Yapar and
Erhan {\"{O}}ztop},
title = {Reinforcement learning for constructing low density sign representations
of Boolean functions},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-25},
doi = {10.14428/ESANN/2022.ES2022-25},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/YaparO22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/YoungL22,
author = {David Young and
Douglas J. Leith},
title = {High Accuracy and Low Regret for User-Cold-Start Using Latent Bandits},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-79},
doi = {10.14428/ESANN/2022.ES2022-79},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/YoungL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ZhaoBIKP22,
author = {Yi Zhao and
Rinu Boney and
Alexander Ilin and
Juho Kannala and
Joni Pajarinen},
title = {Adaptive Behavior Cloning Regularization for Stable Offline-to-Online
Reinforcement Learning},
booktitle = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://doi.org/10.14428/esann/2022.ES2022-110},
doi = {10.14428/ESANN/2022.ES2022-110},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ZhaoBIKP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/esann/2022,
title = {30th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2022, Bruges, Belgium,
October 5-7, 2022},
year = {2022},
url = {https://www.esann.org/proceedings/2022},
timestamp = {Mon, 22 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/2022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@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 = {Sun, 06 Oct 2024 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 = {Sun, 06 Oct 2024 01:00:00 +0200},
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 = {Sun, 06 Oct 2024 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 = {Sun, 06 Oct 2024 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 = {Sun, 04 Aug 2024 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}
}
@inproceedings{DBLP:conf/esann/AarioGAS20,
author = {Salla Aario and
Ajinkya Gorad and
Miika Arvonen and
Simo S{\"{a}}rkk{\"{a}}},
title = {Respiratory Pattern Recognition from Low-Resolution Thermal Imaging},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {469--474},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-182.pdf},
timestamp = {Fri, 29 Jan 2021 22:08:59 +0100},
biburl = {https://dblp.org/rec/conf/esann/AarioGAS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Alaiz0D20,
author = {Carlos M. Ala{\'{\i}}z and
{\'{A}}ngela Fern{\'{a}}ndez and
Jos{\'{e}} R. Dorronsoro},
title = {Visualization of the Feature Space of Neural Networks},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {169--174},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-130.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/Alaiz0D20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AlvesK20,
author = {Tiago A. O. Alves and
Sandip Kundu},
title = {Towards Adversarial Attack Resistant Deep Neural Networks},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {49--54},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-128.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/AlvesK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AmatoGJK20,
author = {Federico Amato and
Fabian Guignard and
Philippe Jacquet and
Mikhail F. Kanevski},
title = {On Feature Selection Using Anisotropic General Regression Neural Network},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {411--416},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-16.pdf},
timestamp = {Wed, 03 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/AmatoGJK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AngelovG20,
author = {Georgi Angelov and
Bogdan Georgiev},
title = {On Learning a Control System without Continuous Feedback},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {109--114},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-92.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/AngelovG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ArteltH20,
author = {Andr{\'{e}} Artelt and
Barbara Hammer},
title = {Efficient computation of counterfactual explanations of {LVQ} models},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {19--24},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-55.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/ArteltH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AzevedoSJFO20,
author = {George O. de A. Azevedo and
Leandro H. de S. Silva and
Agostinho A. F. J{\'{u}}nior and
Bruno J. T. Fernandes and
Sergio C. Oliveira},
title = {Binary and Multi-label Defect Classification of Printed Circuit Board
based on Transfer Learning},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {655--660},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-194.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/AzevedoSJFO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BacciuM20,
author = {Davide Bacciu and
Danilo P. Mandic},
title = {Tensor Decompositions in Deep Learning},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {441--450},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-3.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/BacciuM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BacellarGF0LF20,
author = {Alan T. L. Bacellar and
Brunno F. Goldstein and
Victor da Cruz Ferreira and
Leandro Santiago and
Priscila M. V. Lima and
Felipe M. G. Fran{\c{c}}a},
title = {Fast Deep Neural Networks Convergence using a Weightless Neural Model},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {211--216},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-200.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/BacellarGF0LF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BajoniGMTBT20,
author = {Daniele Bajoni and
Dario Gerace and
Chiara Macchiavello and
Francesco Tacchino and
Panagiotis Kl. Barkoutsos and
Ivano Tavernelli},
title = {An quantum algorithm for feedforward neural networks tested on existing
quantum hardware},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {285--290},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-30.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/BajoniGMTBT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BeheraV20,
author = {Swarup Ranjan Behera and
Vijaya Saradhi Vedula},
title = {Mining Temporal Changes in Strengths and Weaknesses of Cricket Players
Using Tensor Decomposition},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {457--462},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-202.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/BeheraV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BejiBBYA20,
author = {C{\'{e}}line Beji and
Eric Benhamou and
Micha{\"{e}}l Bon and
Florian Yger and
Jamal Atif},
title = {Estimating Individual Treatment Effects through Causal Populations
Identification},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {43--48},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-110.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/BejiBBYA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BellmannTS20,
author = {Peter Bellmann and
Patrick Thiam and
Friedhelm Schwenker},
title = {Automatic Pain Intensity Recognition: Training Set Selection based
on Outliers and Centroids},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {649--654},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-171.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/BellmannTS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BenhamouS20,
author = {Eric Benhamou and
David Saltiel},
title = {Similarities between policy gradient methods in reinforcement and
supervised learning},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {721--726},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-34.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/BenhamouS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BerreC20,
author = {Guillaume Le Berre and
Christophe Cerisara},
title = {Seq-to-NSeq model for multi-summary generation},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {481--486},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-37.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/BerreC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BianchiGM20,
author = {Filippo Maria Bianchi and
Claudio Gallicchio and
Alessio Micheli},
title = {Pyramidal Graph Echo State Networks},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {573--578},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-54.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/BianchiGM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BibalVNF20,
author = {Adrien Bibal and
Viet Minh Vu and
G{\'{e}}raldin Nanfack and
Beno{\^{\i}}t Fr{\'{e}}nay},
title = {Explaining t-SNE Embeddings Locally by Adapting {LIME}},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {393--398},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-105.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/BibalVNF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BirpoutsoukisH20,
author = {Georgios Birpoutsoukis and
Julien M. Hendrickx},
title = {Gaussian process regression for the estimation of stable univariate
time-series processes},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {685--690},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-111.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/BirpoutsoukisH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BoesRVPhW20,
author = {Wim Boes and
Robbe Van Rompaey and
Lyan Verwimp and
Joris Pelemans and
Hugo Van hamme and
Patrick Wambacq},
title = {On the long-term learning ability of {LSTM} LMs},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {625--630},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-35.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/BoesRVPhW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BoriaNY20,
author = {Nicolas Boria and
Benjamin N{\'{e}}grevergne and
Florian Yger},
title = {Fr{\'{e}}chet Mean Computation in Graph Space through Projected
Block Gradient Descent},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {193--198},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-172.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/BoriaNY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BrinkrolfH20,
author = {Johannes Brinkrolf and
Barbara Hammer},
title = {Sparse Metric Learning in Prototype-based Classification},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {375--380},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-138.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/BrinkrolfH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CastellanaB20,
author = {Daniele Castellana and
Davide Bacciu},
title = {Tensor Decompositions in Recursive Neural Networks for Tree-Structured
Data},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {451--456},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-144.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/CastellanaB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ChaventLMO20,
author = {Marie Chavent and
J{\'{e}}r{\^{o}}me Lacaille and
Alex Mourer and
Madalina Olteanu},
title = {Sparse K-means for mixed data via group-sparse clustering},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {235--240},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-103.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/ChaventLMO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CherifS20,
author = {Aymen Cherif and
Hugo Serieys},
title = {Adversarial domain adaptation without gradient reversal layer},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {61--66},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-114.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/CherifS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CofalaEK20,
author = {Tim Cofala and
Lars Elend and
Oliver Kramer},
title = {Tournament Selection Improves Cartesian Genetic Programming for Atari
Games},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {345--350},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-204.pdf},
timestamp = {Fri, 12 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/CofalaEK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CondatRB20,
author = {Robin Condat and
Alexandrina Rogozan and
Abdelaziz Bensrhair},
title = {Random Signal Cut for Improving Multimodal {CNN} Robustness of 2D
Road Object Detection},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {181--186},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-153.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/CondatRB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CrecchiBVLB20,
author = {Francesco Crecchi and
Cyril de Bodt and
Michel Verleysen and
John A. Lee and
Davide Bacciu},
title = {Perplexity-free Parametric t-SNE},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {387--392},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-85.pdf},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/CrecchiBVLB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Cribier-Delande20,
author = {Perrine Cribier{-}Delande and
Rapha{\"{e}}l Puget and
Vincent Guigue and
Ludovic Denoyer},
title = {Time Series Prediction using Disentangled Latent Factors},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {115--120},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-160.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/Cribier-Delande20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/DalalPVS20,
author = {Archismita Dalal and
Eduardo J. P{\'{a}}ez and
Seyed Shakib Vedaie and
Barry C. Sanders},
title = {Machine learning framework for control in classical and quantum domains},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {267--272},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-203.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/DalalPVS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/DewezG20,
author = {Julien Dewez and
Fran{\c{c}}ois Glineur},
title = {Lower bounds on the nonnegative rank using a nested polytopes formulation},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {91--96},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-157.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/DewezG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ErikssonD20,
author = {Hannes Eriksson and
Christos Dimitrakakis},
title = {Epistemic Risk-Sensitive Reinforcement Learning},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {339--344},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-84.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/ErikssonD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ErnstTB20,
author = {Markus Roland Ernst and
Jochen Triesch and
Thomas Burwick},
title = {Recurrent Feedback Improves Recognition of Partially Occluded Objects},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {327--332},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-123.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/ErnstTB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ErricaBM20,
author = {Federico Errica and
Davide Bacciu and
Alessio Micheli},
title = {Theoretically Expressive and Edge-aware Graph Learning},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {175--180},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-132.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/ErricaBM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/FaraziB20,
author = {Hafez Farazi and
Sven Behnke},
title = {Motion Segmentation using Frequency Domain Transformer Networks},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {79--84},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-24.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/FaraziB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/FeldRGG20,
author = {Sebastian Feld and
Christoph Roch and
Katja Geirhos and
Thomas Gabor},
title = {Approximating Archetypal Analysis Using Quantum Annealing},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {292--296},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-195.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/FeldRGG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/FeleaD20,
author = {Iulian{-}Ionut Felea and
Radu Dogaru},
title = {Improving Light-weight Convolutional Neural Networks for Face Recognition
Targeting Resource Constrained Platforms},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {199--204},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-185.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/FeleaD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/FerreiraJGFB20,
author = {Janderson Ferreira and
Agostinho A. F. J{\'{u}}nior and
Yves M. Galv{\~{a}}o and
Bruno J. T. Fernandes and
Pablo V. A. Barros},
title = {{CNN} Encoder to Reduce the Dimensionality of Data Image for Motion
Planning},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {487--492},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-196.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/FerreiraJGFB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/FilhoGFOCFL20,
author = {Aluizio Lima Filho and
Gabriel P. Guarisa and
Leopoldo Lusquino Filho and
Luiz F. R. Oliveira and
Carlos Alberto Nunes Cosenza and
Felipe M. G. Fran{\c{c}}a and
Priscila M. V. Lima},
title = {Interpretation of Model Agnostic Classifiers via Local Mental Images},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {37--42},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-97.pdf},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/FilhoGFOCFL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/FlageatAB20,
author = {Manon Flageat and
Kai Arulkumaran and
Anil A. Bharath},
title = {Incorporating Human Priors into Deep Reinforcement Learning for Robotic
Control},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {229--234},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-32.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/FlageatAB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/FrankenG20,
author = {Lukas Franken and
Bogdan Georgiev},
title = {Explorations in Quantum Neural Networks with Intermediate Measurements},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {297--302},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-197.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/FrankenG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Frezza-Buet20,
author = {Herv{\'{e}} Frezza{-}Buet},
title = {Self-organizing maps in manifolds with complex topologies: An application
to the planning of closed path for indoor {UAV} patrols},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {357--362},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-40.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/Frezza-Buet20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/FriedjungovaVCJ20,
author = {Magda Friedjungov{\'{a}} and
Daniel Vasata and
Tom{\'{a}}s Chobola and
Marcel Jirina},
title = {Unsupervised Latent Space Translation Network},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {13--18},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-64.pdf},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/FriedjungovaVCJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GabriacSDGG20,
author = {Clara Gainon de Forsan de Gabriac and
Constance Scherer and
Amina Djelloul and
Vincent Guigue and
Patrick Gallinari},
title = {Resume: {A} Robust Framework for Professional Profile Learning {\&}
Evaluation},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {97--102},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-158.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/GabriacSDGG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GallicchioLS20,
author = {Claudio Gallicchio and
Mantas Lukosevicius and
Simone Scardapane},
title = {Frontiers in Reservoir Computing},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {559--566},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-7.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/GallicchioLS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GallicchioMS20,
author = {Claudio Gallicchio and
Alessio Micheli and
Antonio Sisbarra},
title = {Simplifying Deep Reservoir Architectures},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {579--584},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-112.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/GallicchioMS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GepperthR20,
author = {Alexander Gepperth and
Sebastian Rieger},
title = {A Survey of Machine Learning applied to Computer Networks},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {241--250},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-2.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/GepperthR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GopfertWH20,
author = {Jan Philip G{\"{o}}pfert and
Heiko Wersing and
Barbara Hammer},
title = {Locally Adaptive Nearest Neighbors},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {667--672},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-89.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/GopfertWH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GrzybowskiMPGL20,
author = {Przemyslaw R. Grzybowski and
Gorka Mu{\~{n}}oz{-}Gil and
Alejandro Pozas{-}Kerstjens and
Miguel {\'{A}}ngel Garc{\'{\i}}a{-}March and
Maciej Lewenstein},
title = {Understanding and improving unsupervised training of Boltzman machines},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {273--278},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-180.pdf},
timestamp = {Mon, 12 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GrzybowskiMPGL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GuignardLK20,
author = {Fabian Guignard and
Mohamed Laib and
Mikhail F. Kanevski},
title = {Model Variance for Extreme Learning Machine},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {703--708},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-15.pdf},
timestamp = {Wed, 03 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/GuignardLK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/HamalainenK20,
author = {Joonas H{\"{a}}m{\"{a}}l{\"{a}}inen and
Tommi K{\"{a}}rkk{\"{a}}inen},
title = {Problem Transformation Methods with Distance-Based Learning for Multi-Target
Regression},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {691--696},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-181.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/HamalainenK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/HamerD20,
author = {Victor Hamer and
Pierre Dupont},
title = {Joint optimization of predictive performance and selection stability},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {381--386},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-21.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/HamerD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/HartlIZ20,
author = {Alexander Hartl and
F{\'{e}}lix Iglesias and
Tanja Zseby},
title = {SDOstream: Low-Density Models for Streaming Outlier Detection},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {661--666},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-143.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/HartlIZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/HautecoeurG20,
author = {C{\'{e}}cile Hautecoeur and
Fran{\c{c}}ois Glineur},
title = {Image completion via nonnegative matrix factorization using B-splines},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {73--78},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-116.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/HautecoeurG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/HeTMH020,
author = {Fan He and
Sanli Tang and
Siamak Mehrkanoon and
Xiaolin Huang and
Jie Yang},
title = {A Real-time {PCB} Defect Detector Based on Supervised and Semi-supervised
Learning},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {527--532},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-33.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/HeTMH020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/HeijdenM20,
author = {Kiki van der Heijden and
Siamak Mehrkanoon},
title = {Modelling human sound localization with deep neural networks},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {521--526},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-59.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/HeijdenM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/HeusingerS20,
author = {Moritz Heusinger and
Frank{-}Michael Schleif},
title = {Random Projection in supervised non-stationary environments},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {405--410},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-13.pdf},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/HeusingerS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/HobbhahnBFO20,
author = {Marius Hobbhahn and
Martin V. Butz and
Sarah Fabi and
Sebastian Otte},
title = {Sequence Classification using Ensembles of Recurrent Generative Expert
Modules},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {333--338},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-174.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/HobbhahnBFO20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/HulleDWCDCM0R20,
author = {Marc M. Van Hulle and
Bob Van Dyck and
Benjamin Wittevrongel and
Flavio Camarrone and
Ine Dauwe and
Evelien Carrette and
Alfred Meurs and
Paul Boon and
Dirk Van Roost},
title = {Predicting low gamma- from lower frequency band activity in electrocorticography},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {85--90},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-149.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/HulleDWCDCM0R20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Hutsebaut-Buysse20,
author = {Matthias Hutsebaut{-}Buysse and
Kevin Mets and
Steven Latr{\'{e}}},
title = {Language Grounded Task-Adaptation in Reinforcement Learning},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {315--320},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-108.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/Hutsebaut-Buysse20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/JirakW20,
author = {Doreen Jirak and
Stefan Wermter},
title = {New Results on Sparse Autoencoders for Posture Classification and
Segmentation},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {187--192},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-156.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/JirakW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KaczynskaMS20,
author = {Sara Kaczynska and
Rebecca Marion and
Rainer von Sachs},
title = {Comparison of Cluster Validity Indices and Decision Rules for Different
Degrees of Cluster Separation},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {369--374},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-48.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/KaczynskaMS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KarlbauerOLSWB20,
author = {Matthias Karlbauer and
Sebastian Otte and
Hendrik P. A. Lensch and
Thomas Scholten and
Volker Wulfmeyer and
Martin V. Butz},
title = {A Distributed Neural Network Architecture for Robust Non-Linear Spatio-Temporal
Prediction},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {303--308},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-161.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/KarlbauerOLSWB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KovacsBOL20,
author = {Gy{\"{o}}rgy Kov{\'{a}}cs and
Rickard Br{\"{a}}nnvall and
Johan {\"{O}}hman and
Marcus Liwicki},
title = {Cross-Encoded Meta Embedding towards Transfer Learning},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {631--636},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-36.pdf},
timestamp = {Fri, 14 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/KovacsBOL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Kramer20,
author = {Oliver Kramer},
title = {Learning Step Size Adaptation in Evolution Strategies},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {435--440},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-8.pdf},
timestamp = {Fri, 12 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/Kramer20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KudashkinaWKT20,
author = {Katya Kudashkina and
Peter Wittek and
Jamie Kiros and
Graham W. Taylor},
title = {Modular Length Control for Sentence Generation},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {607--612},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-53.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/KudashkinaWKT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LannoyHS20,
author = {Ga{\"{e}}l de Lannoy and
Thibault Helleputte and
Paul Smyth},
title = {Machine learning in the biopharma industry},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {533--540},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-5.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/LannoyHS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LauriolaCL0A20,
author = {Ivano Lauriola and
Stefano Campese and
Alberto Lavelli and
Fabio Rinaldi and
Fabio Aiolli},
title = {Exploring the feature space of character-level embeddings},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {637--642},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-104.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/LauriolaCL0A20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LauriolaLA20,
author = {Ivano Lauriola and
Alberto Lavelli and
Fabio Aiolli},
title = {Language processing in the era of deep learning},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {597--606},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-4.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/LauriolaLA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LeeLLW20,
author = {Gin Chong Lee and
Chu Kiong Loo and
Wei Shiung Liew and
Stefan Wermter},
title = {Self-Organizing Kernel-based Convolutional Echo State Network for
Human Actions Recognition},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {591--596},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-99.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/LeeLLW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LustC20,
author = {Julia Lust and
Alexandru Paul Condurache},
title = {GraN: An Efficient Gradient-Norm Based Detector for Adversarial and
Misclassified Examples},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {7--12},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-159.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/LustC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MaguireG20,
author = {Brian Maguire and
Faisal Ghaffar},
title = {Investigating 3D-STDenseNet for Explainable Spatial Temporal Crime
Forecasting},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {163--168},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-118.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/MaguireG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Martin-Guerrero20,
author = {Jos{\'{e}} David Mart{\'{\i}}n{-}Guerrero and
Lucas Lamata},
title = {Quantum Machine Learning},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {257--266},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-6.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/Martin-Guerrero20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MegyeriHJ20,
author = {Istv{\'{a}}n Megyeri and
Istv{\'{a}}n Heged{\"{u}}s and
M{\'{a}}rk Jelasity},
title = {Attacking Model Sets with Adversarial Examples},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {1--6},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-175.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/MegyeriHJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MehrkanoonHS20,
author = {Siamak Mehrkanoon and
Xiaolin Huang and
Johan A. K. Suykens},
title = {Learning from partially labeled data},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {493--502},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-1.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/MehrkanoonHS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MehryaryMSG20,
author = {Farrokh Mehryary and
Hans Moen and
Tapio Salakoski and
Filip Ginter},
title = {Entity-Pair Embeddings for Improving Relation Extraction in the Biomedical
Domain},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {613--618},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-56.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/MehryaryMSG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MirusSC20,
author = {Florian Mirus and
Terrence C. Stewart and
J{\"{o}}rg Conradt},
title = {Detection of abnormal driving situations using distributed representations
and unsupervised learning},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {363--368},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-81.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/MirusSC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Moran-Fernandez20,
author = {Laura Mor{\'{a}}n{-}Fern{\'{a}}ndez and
Ver{\'{o}}nica Bol{\'{o}}n{-}Canedo and
Amparo Alonso{-}Betanzos},
title = {Do we need hundreds of classifiers or a good feature selection?},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {399--404},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-167.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/Moran-Fernandez20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MorawieckiSST20,
author = {Pawel Morawiecki and
Przemyslaw Spurek and
Marek Smieja and
Jacek Tabor},
title = {Fast and Stable Interval Bounds Propagation for Training Verifiably
Robust Models},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {55--60},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-57.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/MorawieckiSST20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MuliukhaLUPM20,
author = {Vladimir Muliukha and
Alexey Lukashin and
Lev V. Utkin and
Mikhail Popov and
Anna A. Meldo},
title = {Anomaly Detection Approach in Cyber Security for User and Entity Behavior
Analytics System},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {251--256},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-191.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/MuliukhaLUPM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/NarayanTXP20,
author = {Aparajit Narayan and
Elio Tuci and
William Xachiti and
Aaron Parsons},
title = {Navigational Freespace Detection for Autonomous Driving in Fixed Routes},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {715--720},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-61.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/NarayanTXP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/NavarinEPS20,
author = {Nicol{\`{o}} Navarin and
Wolfgang Erb and
Luca Pasa and
Alessandro Sperduti},
title = {Linear Graph Convolutional Networks},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {151--156},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-96.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/NavarinEPS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/OnetoND20,
author = {Luca Oneto and
Nicol{\`{o}} Navarin and
Michele Donini},
title = {Learning Deep Fair Graph Neural Networks},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {31--36},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-75.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/OnetoND20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/OnetoRA20,
author = {Luca Oneto and
Sandro Ridella and
Davide Anguita},
title = {Improving the Union Bound: a Distribution Dependent Approach},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {423--428},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-74.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/OnetoRA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/OnoseMS20,
author = {Alexandru Onose and
Seyed Iman Mossavat and
Henk{-}Jan H. Smilde},
title = {A preconditioned accelerated stochastic gradient descent algorithm},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {417--422},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-80.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/OnoseMS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/OrozcoR20,
author = {Bernardo P{\'{e}}rez Orozco and
Stephen J. Roberts},
title = {Zero-shot and few-shot time series forecasting with ordinal regression
recurrent neural networks},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {503--508},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-71.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/OrozcoR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Paassen020,
author = {Benjamin Paassen and
Alexander Schulz},
title = {Reservoir memory machines},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {567--572},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-82.pdf},
timestamp = {Fri, 19 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/Paassen020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PancinoRCGBASBB20,
author = {Niccol{\`{o}} Pancino and
Alberto Rossi and
Giorgio Ciano and
Giorgia Giacomini and
Simone Bonechi and
Paolo Andreini and
Franco Scarselli and
Monica Bianchini and
Pietro Bongini},
title = {Graph Neural Networks for the Prediction of Protein-Protein Interfaces},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {127--132},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-76.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/PancinoRCGBASBB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PasaNS20,
author = {Luca Pasa and
Nicol{\`{o}} Navarin and
Alessandro Sperduti},
title = {Deep Recurrent Graph Neural Networks},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {157--162},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-107.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/PasaNS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Pellicer-Valero20,
author = {Oscar J. Pellicer{-}Valero and
Mar{\'{\i}}a J. Rup{\'{e}}rez{-}Moreno and
Jos{\'{e}} David Mart{\'{\i}}n{-}Guerrero},
title = {Cost-free resolution enhancement in Convolutional Neural Networks
for medical image segmentation},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {145--150},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-51.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/Pellicer-Valero20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PereiraSARA20,
author = {Ricardo Cardoso Pereira and
Joana Cristo Santos and
Jos{\'{e}} Pereira Amorim and
Pedro Pereira Rodrigues and
Pedro Henriques Abreu},
title = {Missing Image Data Imputation using Variational Autoencoders with
Weighted Loss},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {475--480},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-193.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/PereiraSARA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PiresF20,
author = {Guilherme G. P. Freitas Pires and
M{\'{a}}rio A. T. Figueiredo},
title = {Variational MIxture of Normalizing Flows},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {205--210},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-188.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/PiresF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PoddaMBM20,
author = {Marco Podda and
Alessio Micheli and
Davide Bacciu and
Paolo Milazzo},
title = {Biochemical Pathway Robustness Prediction with Graph Neural Networks},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {121--126},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-41.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/PoddaMBM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PomsuwanF20,
author = {Tossapol Pomsuwan and
Alex Alves Freitas},
title = {Adapting Random Forests to Cope with Heavily Censored Datasets in
Survival Analysis},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {697--702},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-117.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/PomsuwanF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/QaraeiKB20,
author = {Mohammadreza Qaraei and
Sujay Khandagale and
Rohit Babbar},
title = {Why state-of-the-art deep learning barely works as good as a linear
classifier in extreme multi-label text classification},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {223--228},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-207.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/QaraeiKB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/RaabMS20,
author = {Christoph Raab and
Peter Meier and
Frank{-}Michael Schleif},
title = {Domain Invariant Representations with Deep Spectral Alignment},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {509--514},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-31.pdf},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/RaabMS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Rabin20,
author = {Neta Rabin},
title = {Multi-Directional Laplacian Pyramids for Completion of Missing Data
Entries},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {709--714},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-72.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/Rabin20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/RathC20,
author = {Matthias Rath and
Alexandru Paul Condurache},
title = {Invariant Integration in Deep Convolutional Feature Space},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {103--108},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-140.pdf},
timestamp = {Sun, 16 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/RathC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/RiegerKFSS20,
author = {Ines Rieger and
Rene Kollmann and
Bettina Finzel and
Dominik Seuss and
Ute Schmid},
title = {Verifying Deep Learning-based Decisions for Facial Expression Recognition},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {139--144},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-49.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/RiegerKFSS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/RigoniNS20,
author = {Davide Rigoni and
Nicol{\`{o}} Navarin and
Alessandro Sperduti},
title = {A Systematic Assessment of Deep Learning Models for Molecule Generation},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {547--552},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-141.pdf},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/RigoniNS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/RossiHST20,
author = {Alberto Rossi and
Markus Hagenbuchner and
Franco Scarselli and
Ah Chung Tsoi},
title = {Embedding of {FRPN} in {CNN} architecture},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {133--138},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-46.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/RossiHST20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SchellekensJ20,
author = {Vincent Schellekens and
Laurent Jacques},
title = {Compressive Learning of Generative Networks},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {429--434},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-176.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/SchellekensJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SharmaGPCVS20,
author = {Ankit Sharma and
Garima Gupta and
Ranjitha Prasad and
Arnab Chatterjee and
Lovekesh Vig and
Gautam Shroff},
title = {MultiMBNN: Matched and Balanced Causal Inference with Neural Networks},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {25--30},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-109.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/SharmaGPCVS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SmythLLB20,
author = {Paul Smyth and
John A. Lee and
Ga{\"{e}}l de Lannoy and
Thomas Beznik},
title = {Deep Learning to Detect Bacterial Colonies for the Production of Vaccines},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {541--546},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-122.pdf},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SmythLLB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SmythNLS20,
author = {Paul Smyth and
Tanguy Naets and
Ga{\"{e}}l de Lannoy and
Laurent Sorber},
title = {An agile machine learning project in pharma - developing a Mask R-CNN-based
web application for bacterial colony counting},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {553--558},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-178.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/SmythNLS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/TaghribiBMRT20,
author = {Abolfazl Taghribi and
Kerstin Bunte and
Michele Mastropietro and
Sven De Rijcke and
Peter Ti{\~{n}}o},
title = {{ASAP} - {A} Sub-sampling Approach for Preserving Topological Structures},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {67--72},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-147.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/TaghribiBMRT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/TokicBTZ20,
author = {Michel Tokic and
Anja von Beuningen and
Christoph Tietz and
Hans{-}Georg Zimmermann},
title = {Handling missing data in recurrent neural networks for air quality
forecasting},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {351--356},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-23.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/TokicBTZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/TristanyPSF20,
author = {Matilde Tristany and
S{\'{e}}rgio Pequito and
Pedro A. Santos and
M{\'{a}}rio A. T. Figueiredo},
title = {Equilibrium Propagation for Complete Directed Neural Networks},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {673--678},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-106.pdf},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/TristanyPSF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/VettelschossFD20,
author = {Benedikt Vettelschoss and
Matthias Freiberger and
Joni Dambre},
title = {Self-organized dynamic attractors in recurrent neural networks},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {585--590},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-95.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/VettelschossFD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/VillmannREVK20,
author = {Thomas Villmann and
Jensun Ravichandran and
Alexander Engelsberger and
Andrea Villmann and
Marika Kaden},
title = {Quantum-Inspired Learning Vector Quantization for Classification Learning},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {279--284},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-90.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/VillmannREVK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/VogelACT20,
author = {Robin Vogel and
Mastane Achab and
St{\'{e}}phan Cl{\'{e}}men{\c{c}}on and
Charles Tillier},
title = {Weighted Emprirical Risk Minimization: Transfer Learning based on
Importance Sampling},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {515--520},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-120.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/VogelACT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/VosL20,
author = {Lucas Vos and
Twan van Laarhoven},
title = {Softmax Recurrent Unit: {A} new type of {RNN} cell},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {309--314},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-187.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/VosL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/VuegenK20,
author = {Lode Vuegen and
Peter Karsmakers},
title = {On-edge adaptive acoustic models: an application to acoustic person
presence detection},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {679--684},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-129.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/VuegenK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/WolterYB20,
author = {Moritz Wolter and
Angela Yao and
Sven Behnke},
title = {Object-centered Fourier Motion Estimation and Segment-Transformation
Prediction},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {321--326},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-100.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/WolterYB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/WorzykNK20,
author = {Nils Worzyk and
Stefan Niewerth and
Oliver Kramer},
title = {Adversarials-1 in Speech Recognition: Detection and Defence},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {619--624},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-190.pdf},
timestamp = {Fri, 12 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/WorzykNK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/XavierGFL20,
author = {Pedro Xavier and
Massimo De Gregorio and
Felipe M. G. Fran{\c{c}}a and
Priscila M. V. Lima},
title = {Detection of elementary particles with the WiSARD n-tuple classifier},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {643--648},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-170.pdf},
timestamp = {Sun, 25 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/XavierGFL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/YalburgiDHH020,
author = {Sharan Yalburgi and
Tirtharaj Dash and
Ramya Hebbalaguppe and
Srinidhi Hegde and
Ashwin Srinivasan},
title = {An Empirical Study of Iterative Knowledge Distillation for Neural
Network Compression},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {217--222},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-205.pdf},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/YalburgiDHH020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ZhaoWLSB20,
author = {Yi Zhao and
Nils Wandel and
Magdalena Landl and
Andrea Schnepf and
Sven Behnke},
title = {3D U-Net for Segmentation of Plant Root {MRI} Images in Super-Resolution},
booktitle = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
pages = {463--468},
year = {2020},
url = {https://www.esann.org/sites/default/files/proceedings/2020/ES2020-127.pdf},
timestamp = {Thu, 19 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ZhaoWLSB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/esann/2020,
title = {28th European Symposium on Artificial Neural Networks, Computational
Intelligence and Machine Learning, {ESANN} 2020, Bruges, Belgium,
October 2-4, 2020},
year = {2020},
url = {https://www.esann.org/proceedings/2020},
timestamp = {Fri, 29 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/2020.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AbiriO19,
author = {Najmeh Abiri and
Mattias Ohlsson},
title = {Variational auto-encoders with Student's t-prior},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-42.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/AbiriO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AblinCG19,
author = {Pierre Ablin and
Jean{-}Fran{\c{c}}ois Cardoso and
Alexandre Gramfort},
title = {Beyond Pham's algorithm for joint diagonalization},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-119.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/AblinCG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Alamino19,
author = {Roberto Alamino},
title = {Committees as Artificial Organisms - Evolution and Adaptation},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-142.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Alamino19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AlbaghajatiG19,
author = {Anas Albaghajati and
Lahouari Ghouti},
title = {On the Speedup of Deep Reinforcement Learning Deep Q-Networks (RL-DQNs)},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-32.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/AlbaghajatiG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AleksanderM19,
author = {Igor Aleksander and
Helen Morton},
title = {Systems with 'subjective feelings' - the perspective from weightless
automata},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-1.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/AleksanderM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Andersson019,
author = {Olov Andersson and
Patrick Doherty},
title = {Deep {RL} for autonomous robots: limitations and safety challenges},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-97.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Andersson019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ApicellaIPST19,
author = {Andrea Apicella and
Francesco Isgr{\`{o}} and
Roberto Prevete and
Andrea Sorrentino and
Guglielmo Tamburrini},
title = {Explaining classification systems using sparse dictionaries},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-124.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ApicellaIPST19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AraujoNV19,
author = {Hygor Xavier Ara{\'{u}}jo and
Raul Fonseca Neto and
Saulo Moraes Villela},
title = {A best-first branch-and-bound search for solving the transductive
inference problem using support vector machines},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-201.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/AraujoNV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AraujoVRFMCBKLF19,
author = {Leandro Santiago de Ara{\'{u}}jo and
Let{\'{\i}}cia Dias Verona and
F{\'{a}}bio Medeiros Rangel and
Fabr{\'{\i}}cio Firmino de Faria and
Daniel Sadoc Menasch{\'{e}} and
Wouter Caarls and
Maur{\'{\i}}cio Breternitz and
Sandip Kundu and
Priscila Machado Vieira Lima and
Felipe Maia Galv{\~{a}}o Fran{\c{c}}a},
title = {Memory Efficient Weightless Neural Network using Bloom Filter},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-83.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/AraujoVRFMCBKLF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AthanasiadisHA19,
author = {Christos Athanasiadis and
Enrique Hortal and
Stylianos Asteriadis},
title = {Bridging face and sound modalities through domain adaptation metric
learning},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-143.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/AthanasiadisHA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AziziWB19,
author = {Niloofar Azizi and
Nils Wandel and
Sven Behnke},
title = {Complex Valued Gated Auto-encoder for Video Frame Prediction},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-176.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/AziziWB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BacciuBLMOV19,
author = {Davide Bacciu and
Battista Biggio and
Paulo Lisboa and
Jos{\'{e}} D. Mart{\'{\i}}n and
Luca Oneto and
Alfredo Vellido},
title = {Societal Issues in Machine Learning: When Learning from Data is Not
Enough},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-6.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BacciuBLMOV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BacciuMP19,
author = {Davide Bacciu and
Alessio Micheli and
Marco Podda},
title = {Graph generation by sequential edge prediction},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-107.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BacciuMP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BakkerB19,
author = {Jelle Bakker and
Kerstin Bunte},
title = {Efficient learning of email similarities for customer support},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-79.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BakkerB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Barragan-Montero19,
author = {Ana M. Barragan{-}Montero and
Dan Nguyen and
Weiguo Lu and
Mu{-}Han Lin and
Xavier Geets and
Edmond Sterpin and
Steve B. Jiang},
title = {Application of deep neural networks for automatic planning in radiation
oncology treatments},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-174.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Barragan-Montero19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BiehlCOV19,
author = {Michael Biehl and
Nestor Caticha and
Manfred Opper and
Thomas Villmann},
title = {Statistical physics of learning and inference},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-2.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BiehlCOV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BifetHS19,
author = {Albert Bifet and
Barbara Hammer and
Frank{-}Michael Schleif},
title = {Recent trends in streaming data analysis, concept drift and analysis
of dynamic data sets},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-3.pdf},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BifetHS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BodtMSVL19,
author = {Cyril de Bodt and
Dounia Mulders and
Daniel L{\'{o}}pez S{\'{a}}nchez and
Michel Verleysen and
John A. Lee},
title = {Class-aware t-SNE: cat-SNE},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-117.pdf},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BodtMSVL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BoneyI19,
author = {Rinu Boney and
Alexander Ilin},
title = {Active one-shot learning with Prototypical Networks},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-81.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BoneyI19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CampoFBV19,
author = {{\'{A}}ngel Campo and
Marc Francaux and
Laurent Baijot and
Michel Verleysen},
title = {{MAP} best performances prediction for endurance runners},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-154.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/CampoFBV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CarbonnelleV19,
author = {Simon Carbonnelle and
Christophe De Vleeschouwer},
title = {Experimental study of the neuron-level mechanisms emerging from backpropagation},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-57.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/CarbonnelleV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CatichaA19,
author = {Nestor Caticha and
Felippe Alves},
title = {Trust, law and ideology in a {NN} agent model of the {US} Appellate
Courts},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-72.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/CatichaA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CerinaFS19,
author = {Luca Cerina and
Giuseppe Franco and
Marco Domenico Santambrogio},
title = {lightweight autonomous bayesian optimization of Echo-State Networks},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-103.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/CerinaFS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CollingeLM19,
author = {Greg Collinge and
Emil C. Lupu and
Luis Mu{\~{n}}oz{-}Gonz{\'{a}}lez},
title = {Defending against poisoning attacks in online learning settings},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-84.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/CollingeLM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CotoVMNO19,
author = {Iago Otero Coto and
Pl{\'{a}}cido Francisco Lizancos Vidal and
Joaquim de Moura and
Jorge Novo and
Marcos Ortega},
title = {Computerized tool for identification and enhanced visualization of
Macular Edema regions using {OCT} scans},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-21.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/CotoVMNO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CrecchiBB19,
author = {Francesco Crecchi and
Davide Bacciu and
Battista Biggio},
title = {Detecting Black-box Adversarial Examples through Nonlinear Dimensionality
Reduction},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-120.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/CrecchiBB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/DiasSNMGK19,
author = {Madson Luiz Dantas Dias and
Lucas Silva de Sousa and
Ajalmar R. da Rocha Neto and
C{\'{e}}sar L. C. Mattos and
Jo{\~{a}}o P. P. Gomes and
Tommi K{\"{a}}rkk{\"{a}}inen},
title = {Sparse minimal learning machine using a diversity measure minimization},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-178.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/DiasSNMGK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/DobaiT19,
author = {Lorand Dobai and
Mihai Teletin},
title = {A document detection technique using convolutional neural networks
for optical character recognition systems},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-17.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/DobaiT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/DongAG19,
author = {Shuyu Dong and
Pierre{-}Antoine Absil and
Kyle A. Gallivan},
title = {Preconditioned conjugate gradient algorithms for graph regularized
matrix completion},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-133.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/DongAG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/DonnotDGLMPS19,
author = {Benjamin Donnot and
Balthazar Donon and
Isabelle Guyon and
Zhengying Liu and
Antoine Marot and
Patrick Panciatici and
Marc Schoenauer},
title = {{LEAP} nets for power grid perturbations},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-46.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/DonnotDGLMPS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/DuHVSBZ19,
author = {Manxing Du and
Christian A. Hammerschmidt and
Georgios Varisteas and
Radu State and
Mats Brorsson and
Zhu Zhang},
title = {time series modelling of market price in real-time bidding},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-99.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/DuHVSBZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/DucuingOC19,
author = {Charlotte Ducuing and
Luca Oneto and
Renzo Canepa},
title = {Fairness and Accountability of Machine Learning Models in Railway
Market: are Applicable Railway Laws Up to Regulate Them?},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-78.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/DucuingOC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/EnamotoL19,
author = {Liriam Enamoto and
Weigang Li},
title = {Multilingual short text categorization using convolutional neural
network},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-19.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/EnamotoL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/EnderichTRB19,
author = {Lukas Enderich and
Fabian Timm and
Lars Rosenbaum and
Wolfram Burgard},
title = {Learning multimodal fixed-point weights using gradient descent},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-69.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/EnderichTRB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/FangY019,
author = {Ying Fang and
Zhaofei Yu and
Feng Chen},
title = {Noise helps optimization escape from saddle points in the neural dynamics},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-92.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/FangY019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/FaraziB19,
author = {Hafez Farazi and
Sven Behnke},
title = {Frequency Domain Transformer Networks for Video Prediction},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-50.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/FaraziB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/FilhoOFGLF19,
author = {Leopoldo Lusquino Filho and
Luiz F. R. Oliveira and
Aluizio S. Lima Filho and
Gabriel P. Guarisa and
Priscila Machado Vieira Lima and
Felipe Maia Galv{\~{a}}o Fran{\c{c}}a},
title = {Prediction of palm oil production with an enhanced n-Tuple Regression
Network},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-108.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/FilhoOFGLF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/FleckensteinKF19,
author = {Lukas Fleckenstein and
Sebastian Kauschke and
Johannes F{\"{u}}rnkranz},
title = {Beta Distribution Drift Detection for Adaptive Classifiers},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-59.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/FleckensteinKF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ForestLAL19,
author = {Florent Forest and
Mustapha Lebbah and
Hanene Azzag and
J{\'{e}}r{\^{o}}me Lacaille},
title = {Deep Embedded {SOM:} joint representation learning and self-organization},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-30.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ForestLAL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/FranzenY19,
author = {Florian Franzen and
Chunrong Yuan},
title = {visualizing image classification in fourier domain},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-66.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/FranzenY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Gallicchio19,
author = {Claudio Gallicchio},
title = {Chasing the Echo State Property},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-76.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Gallicchio19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GallicchioMP19,
author = {Claudio Gallicchio and
Alessio Micheli and
Luca Pedrelli},
title = {Comparison between DeepESNs and gated RNNs on multivariate time-series
prediction},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-184.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GallicchioMP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GiordanoG19,
author = {Maurizio Giordano and
Massimo De Gregorio},
title = {An evolutionary approach for optimizing weightless neural networks},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-54.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GiordanoG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GonzalezB19,
author = {Rafael Thomazi Gonzalez and
Dante Augusto Couto Barone},
title = {Using Deep Learning and Evolutionary Algorithms for Time Series Forecasting},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-15.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GonzalezB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GrisanZC19,
author = {Enrico Grisan and
Alessandro Zandon{\`{a}} and
Barbara Di Camillo},
title = {Deep convolutional neural network for survival estimation of Amyotrophic
Lateral Sclerosis patients},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-48.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GrisanZC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GuoHS19,
author = {Siwen Guo and
Sviatlana H{\"{o}}hn and
Christoph Schommer},
title = {Topic-based historical information selection for personalized sentiment
analysis},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-112.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GuoHS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/HahnRFK19,
author = {Lukas Hahn and
Lutz Roese{-}Koerner and
Klaus Friedrichs and
Anton Kummert},
title = {Fast and reliable architecture selection for convolutional neural
networks},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-26.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/HahnRFK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/HautecoeurG19,
author = {C{\'{e}}cile Hautecoeur and
Fran{\c{c}}ois Glineur},
title = {Nonnegative matrix factorization with polynomial signals via hierarchical
alternating least squares},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-140.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/HautecoeurG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/HosseiniH19,
author = {Babak Hosseini and
Barbara Hammer},
title = {Multiple-Kernel dictionary learning for reconstruction and clustering
of unseen multivariate time-series},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-126.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/HosseiniH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/JamilB19,
author = {Waqas Jamil and
Abdelhamid Bouchachia},
title = {Online Bayesian Shrinkage Regression},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-105.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/JamilB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KaiserORE19,
author = {Markus Kaiser and
Clemens Otte and
Thomas A. Runkler and
Carl Henrik Ek},
title = {interpretable dynamics models for data-efficient reinforcement learning},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-98.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/KaiserORE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KansanahoK19,
author = {Jarno Kansanaho and
Tommi K{\"{a}}rkk{\"{a}}inen},
title = {Hybrid vibration signal monitoring approach for rolling element bearings},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-90.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/KansanahoK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Karkkainen19,
author = {Tommi K{\"{a}}rkk{\"{a}}inen},
title = {Model selection for Extreme Minimal Learning Machine using sampling},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-18.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Karkkainen19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KhandagaleB19,
author = {Sujay Khandagale and
Rohit Babbar},
title = {A Simple and Effective Scheme for Data Pre-processing in Extreme Classification},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-167.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/KhandagaleB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KoppBLF19,
author = {Luis Filipe Kopp and
Jos{\'{e}} Barbosa{-}Filho and
Priscila Machado Vieira Lima and
Claudio M. de Farias},
title = {Modeling Sparse Data as Input for Weightless Neural Network},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-187.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/KoppBLF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KorshunovaGGD19,
author = {Iryna Korshunova and
Yarin Gal and
Arthur Gretton and
Joni Dambre},
title = {Conditional {BRUNO:} a neural process for exchangeable labelled data},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-35.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/KorshunovaGGD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Kriege19,
author = {Nils M. Kriege},
title = {Deep Weisfeiler-Lehman assignment kernels via multiple kernel learning},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-60.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Kriege19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LiDD19,
author = {Bo Li and
Mathieu Dehouck and
Pascal Denis},
title = {Modal sense classification with task-specific context embeddings},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-93.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LiDD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Loosli19,
author = {Ga{\"{e}}lle Loosli},
title = {TrIK-SVM : an alternative decomposition for kernel methods in Kre{\i}{\u}n
spaces},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-58.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Loosli19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MaggioloS19,
author = {Matteo Maggiolo and
Gerasimos Spanakis},
title = {Autoregressive Convolutional Recurrent Neural Network for Univariate
and Multivariate Time Series Prediction},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-159.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MaggioloS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MarulandaLVN19,
author = {Felipe Gomez Marulanda and
Pieter Libin and
Timothy Verstraeten and
Ann Now{\'{e}}},
title = {Deep hybrid approach for 3D plane segmentation},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-169.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MarulandaLVN19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MaseraB19,
author = {Luca Masera and
Enrico Blanzieri},
title = {Very Simple Classifier: a concept binary classifier to investigate
features based on subsampling and locality},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-141.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MaseraB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MassartGSSA19,
author = {Estelle M. Massart and
Pierre{-}Yves Gousenbourger and
Nguyen Thanh Son and
Tatjana Stykel and
Pierre{-}Antoine Absil},
title = {Interpolation on the manifold of fixed-rank positive-semidefinite
matrices for parametric model order reduction: preliminary results},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-164.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MassartGSSA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MautnerBC19,
author = {Stefan Mautner and
Rolf Backofen and
Fabrizio Costa},
title = {Progress Towards Graph Optimization: Efficient Learning of Vector
to Graph Space Mappings},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-115.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MautnerBC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MegyeriHJ19,
author = {Istv{\'{a}}n Megyeri and
Istv{\'{a}}n Heged{\"{u}}s and
M{\'{a}}rk Jelasity},
title = {Adversarial robustness of linear models: regularization and dimensionality},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-114.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MegyeriHJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MenzBS19,
author = {Patrick Menz and
Andreas Backhaus and
Udo Seiffert},
title = {Transfer Learning for transferring machine-learning based models among
hyperspectral sensors},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-123.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MenzBS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MillanF019,
author = {Cristian Mill{\'{a}}n and
Bruno J. T. Fernandes and
Francisco Cruz},
title = {Human feedback in continuous actor-critic reinforcement learning},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-149.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MillanF019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MirusBSC19,
author = {Florian Mirus and
Peter Blouw and
Terrence C. Stewart and
J{\"{o}}rg Conradt},
title = {Predicting vehicle behaviour using LSTMs and a vector power representation
for spatial positions},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-67.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MirusBSC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MirusZC19,
author = {Florian Mirus and
Benjamin Zorn and
J{\"{o}}rg Conradt},
title = {Short-term trajectory planning using reinforcement learning within
a neuromorphic control architecture},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-65.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MirusZC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MishraKH19,
author = {Krishna Mohan Mishra and
Tomi Krogerus and
Kalevi Huhtala},
title = {Deep Autoencoder Feature Extraction for Fault Detection of Elevator
Systems},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-37.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MishraKH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MuldersBLLMV19,
author = {Dounia Mulders and
Cyril de Bodt and
Nicolas Lejeune and
John A. Lee and
Andr{\'{e}} Mouraux and
Michel Verleysen},
title = {Tensor factorization to extract patterns in multimodal {EEG} data},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-130.pdf},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MuldersBLLMV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MunchHS19,
author = {Maximilian M{\"{u}}nch and
Karsten Huffstadt and
Frank{-}Michael Schleif},
title = {Towards a device-free passive presence detection system with Bluetooth
Low Energy beacons},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-68.pdf},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MunchHS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/NavarinTS19,
author = {Nicol{\`{o}} Navarin and
Dinh Van Tran and
Alessandro Sperduti},
title = {On the definition of complex structured feature spaces},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-137.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/NavarinTS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Oliveira0GBM19,
author = {Leonardo Tavares Oliveira and
Min Soo Kim and
Alberto A. Del Barrio Garc{\'{\i}}a and
Nader Bagherzadeh and
Ricardo Menotti},
title = {Design of Power-Efficient {FPGA} Convolutional Cores with Approximate
Log Multiplier},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-125.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Oliveira0GBM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/OnetoDP19,
author = {Luca Oneto and
Michele Donini and
Massimiliano Pontil},
title = {PAC-Bayes and Fairness: Risk and Fairness Bounds on Distribution Dependent
Fair Priors},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-77.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/OnetoDP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PaassenBHSV19,
author = {Benjamin Paa{\ss}en and
Astrid Bunge and
Carolin Hainke and
Leon Sindelar and
Matthias Vogelsang},
title = {Dynamic fairness - Breaking vicious cycles in automatic decision making},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-134.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PaassenBHSV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PaassenGMS19,
author = {Benjamin Paa{\ss}en and
Claudio Gallicchio and
Alessio Micheli and
Alessandro Sperduti},
title = {Embeddings and Representation Learning for Structured Data},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-4.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PaassenGMS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PanC19,
author = {Jiajun Pan and
Hoel Le Capitaine},
title = {Metric learning with submodular functions},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-49.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PanC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PanC19a,
author = {Jiajun Pan and
Hoel Le Capitaine},
title = {Metric learning with relational data},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-51.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PanC19a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PanditDR19,
author = {Onkar Arun Pandit and
Pascal Denis and
Liva Ralaivola},
title = {Learning Rich Event Representations and Interactions for Temporal
Relation Classification},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-113.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PanditDR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PatzeltHR19,
author = {Florian Patzelt and
Robert Haschke and
Helge J. Ritter},
title = {Conditional {WGAN} for grasp generation},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-25.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PatzeltHR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PeckGS19,
author = {Jonathan Peck and
Bart Goossens and
Yvan Saeys},
title = {Detecting adversarial examples with inductive Venn-ABERS predictors},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-89.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PeckGS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PfannschmidtJBT19,
author = {Lukas Pfannschmidt and
Jonathan Jakob and
Michael Biehl and
Peter Ti{\~{n}}o and
Barbara Hammer},
title = {Feature relevance bounds for ordinal regression},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-162.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PfannschmidtJBT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PopRNB19,
author = {Danut Ovidiu Pop and
Alexandrina Rogozan and
Fawzi Nashashibi and
Abdelaziz Bensrhair},
title = {Improving Pedestrian Recognition using Incremental Cross Modality
Deep Learning},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-144.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PopRNB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/RaabHS19,
author = {Christoph Raab and
Moritz Heusinger and
Frank{-}Michael Schleif},
title = {Reactive Soft Prototype Computing for frequent reoccurring Concept
Drift},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-33.pdf},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/RaabHS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Randon-FurlingC19,
author = {Julien Randon{-}Furling and
William Clark and
Madalina Olteanu},
title = {Analyzing spatial dissimilarities in high-resolution geo-data : a
case study of four European cities},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-175.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Randon-FurlingC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/RaskuMK19,
author = {Jussi Rasku and
Nysret Musliu and
Tommi K{\"{a}}rkk{\"{a}}inen},
title = {Feature and Algorithm Selection for Capacitated Vehicle Routing Problems},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-110.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/RaskuMK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/RavichandranSV19,
author = {Jensun Ravichandran and
Sascha Saralajew and
Thomas Villmann},
title = {DropConnect for Evaluation of Classification Stability in Learning
Vector Quantization},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-131.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/RavichandranSV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/RenardAG19,
author = {Emilie Renard and
Pierre{-}Antoine Absil and
Kyle A. Gallivan},
title = {Minimax center to extract a common subspace from multiple datasets},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-87.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/RenardAG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/RibeiroTJBSVTB19,
author = {Eduardo S. Ribeiro and
Vitor A. M. F. Torres and
Brayan James and
Mateus T. Braga and
Elcio H. Shiguemori and
Haroldo F. de Campos Velho and
Luiz C. B. Torres and
Ant{\^{o}}nio P. Braga},
title = {Weightless neural systems for deforestation surveillance and image-based
navigation of UAVs in the Amazon forest},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-153.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/RibeiroTJBSVTB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/RuffinoHLG19,
author = {Cyprien Ruffino and
Romain H{\'{e}}rault and
Eric Laloy and
Gilles Gasso},
title = {Pixel-wise Conditioning of Generative Adversarial Networks},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-189.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/RuffinoHLG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Rynkiewicz19,
author = {Joseph Rynkiewicz},
title = {On overfitting of multilayer perceptrons for classification},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-80.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Rynkiewicz19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SantosSS19,
author = {Priscila G. M. dos Santos and
Rodrigo S. Sousa and
Adenilton J. da Silva},
title = {A {WNN} model based on Probabilistic Quantum Memories},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-56.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SantosSS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Schmuck019,
author = {Viktor Schmuck and
David Meredith},
title = {training networks separately on static and dynamic obstacles improves
collision avoidance during indoor robot navigation},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-129.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Schmuck019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SechidisXV19,
author = {Konstantinos Sechidis and
Eleftherios Spyromitros Xioufis and
Ioannis P. Vlahavas},
title = {Multi-target feature selection through output space clustering},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-20.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SechidisXV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SeckLC19,
author = {Isma{\"{\i}}la Seck and
Ga{\"{e}}lle Loosli and
St{\'{e}}phane Canu},
title = {L1-norm double backpropagation adversarial defense},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-156.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SeckLC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SiirtolaKR19,
author = {Pekka Siirtola and
Heli Koskim{\"{a}}ki and
Juha R{\"{o}}ning},
title = {Importance of user inputs while using incremental learning to personalize
human activity recognition models},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-63.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SiirtolaKR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SmythLSPK19,
author = {Paul Smyth and
Ga{\"{e}}l de Lannoy and
Moritz von Stosch and
Alexander Pysik and
Amin Khan},
title = {Machine learning in research and development of new vaccines products:
opportunities and challenges},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-152.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SmythLSPK19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/StavngaardSLHA19,
author = {Magnus Stavngaard and
August S{\o}rensen and
Stephan Lorenzen and
Niklas Hjuler and
Stephen Alstrup},
title = {Detecting Ghostwriters in High Schools},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-121.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/StavngaardSLHA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/StraatB19,
author = {Michiel Straat and
Michael Biehl},
title = {On-line learning dynamics of ReLU neural networks using statistical
physics techniques},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-173.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/StraatB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SutradharRO19,
author = {Shaon Sutradhar and
Jos{\'{e}} Rouco and
Marcos Ortega},
title = {Blind-spot network for image anomaly detection: {A} new approach to
diabetic retinopathy screening},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-71.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SutradharRO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Thrun19,
author = {Michael C. Thrun},
title = {Knowledge Discovery in Quarterly Financial Data of Stocks Based on
the Prime Standard using a Hybrid of a Swarm with {SOM}},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-34.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Thrun19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Treder19,
author = {Matthias Treder},
title = {Direct calculation of out-of-sample predictions in multi-class kernel
{FDA}},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-194.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Treder19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/UkilMBBSMVPS19,
author = {Arijit Ukil and
Pankaj Malhotra and
Soma Bandyopadhyay and
Tulika Bose and
Ishan Sahu and
Ayan Mukherjee and
Lovekesh Vig and
Arpan Pal and
Gautam Shroff},
title = {Fusing Features based on Signal Properties and TimeNet for Time Series
Classification},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-135.pdf},
timestamp = {Wed, 22 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/UkilMBBSMVPS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/UzmanHB19,
author = {Ali Oguz Uzman and
Jannis Horn and
Sven Behnke},
title = {Learning super-resolution 3D segmentation of plant root {MRI} images
from few examples},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-100.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/UzmanHB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Valdenegro-Toro19,
author = {Matias Valdenegro{-}Toro and
Octavio Arriaga and
Paul Pl{\"{o}}ger},
title = {Real-time Convolutional Neural Networks for emotion and gender classification},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-157.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Valdenegro-Toro19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/VuF19,
author = {Viet Minh Vu and
Beno{\^{\i}}t Fr{\'{e}}nay},
title = {User-steering interpretable visualization with probabilistic principal
components analysis},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-44.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/VuF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Wiens19,
author = {Travis Wiens},
title = {Dimensionality reduction in a hydraulic valve positioning application},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-55.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Wiens19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/YaleDDGPB19,
author = {Andrew Yale and
Saloni Dash and
Ritik Dutta and
Isabelle Guyon and
Adrien Pavao and
Kristin P. Bennett},
title = {Privacy Preserving Synthetic Health Data},
booktitle = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2019-29.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/YaleDDGPB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/esann/2019,
title = {27th European Symposium on Artificial Neural Networks, {ESANN} 2019,
Bruges, Belgium, April 24-26, 2019},
year = {2019},
url = {https://www.esann.org/proceedings/2019},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/2019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AlpayAW18,
author = {Tayfun Alpay and
Fares Abawi and
Stefan Wermter},
title = {Surprisal-based activation in recurrent neural networks},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-120.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/AlpayAW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AlvesSSVGS18,
author = {Marcos Antonio Alves and
Petr{\^{o}}nio C{\^{a}}ndido de Lima e Silva and
Carlos Alberto Severiano Junior and
Gustavo Linhares Vieira and
Frederico Gadelha Guimar{\~{a}}es and
Hossein Javedani Sadaei},
title = {An extension of nonstationary fuzzy sets to heteroskedastic fuzzy
time series},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-157.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/AlvesSSVGS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AmorimDAS18,
author = {Jos{\'{e}} Pereira Amorim and
In{\^{e}}s Domingues and
Pedro Henriques Abreu and
Jo{\~{a}}o A. M. Santos},
title = {Interpreting deep learning models for ordinal problems},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-82.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/AmorimDAS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AngrickHJSKS18,
author = {Miguel Angrick and
Christian Herff and
Garett D. Johnson and
Jerry J. Shih and
Dean J. Krusienski and
Tanja Schultz},
title = {interpretation of convolutional neural networks for speech regression
from electrocorticography},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-102.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/AngrickHJSKS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BacciuC18,
author = {Davide Bacciu and
Daniele Castellana},
title = {Mixture of Hidden Markov Model as Tree Encoder},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-112.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BacciuC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BacciuLMSV18,
author = {Davide Bacciu and
Paulo Lisboa and
Jos{\'{e}} D. Mart{\'{\i}}n and
Ruxandra Stoean and
Alfredo Vellido},
title = {Bioinformatics and medicine in the era of deep learning},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-1.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BacciuLMSV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BianchiMJ18,
author = {Filippo Maria Bianchi and
Karl {\O}yvind Mikalsen and
Robert Jenssen},
title = {Learning compressed representations of blood samples time series with
missing data},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-14.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BianchiMJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BianchiSLJ18,
author = {Filippo Maria Bianchi and
Simone Scardapane and
Sigurd L{\o}kse and
Robert Jenssen},
title = {Bidirectional deep-readout echo state networks},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-49.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BianchiSLJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BibalMF18,
author = {Adrien Bibal and
Rebecca Marion and
Beno{\^{\i}}t Fr{\'{e}}nay},
title = {Finding the most interpretable {MDS} rotation for sparse linear models
based on external features},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-89.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BibalMF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BicaVX18,
author = {Ioana Bica and
Petar Velickovic and
Hui Xiao},
title = {Multi-omics data integration using cross-modal neural networks},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-93.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BicaVX18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BiehlBLT18,
author = {Michael Biehl and
Kerstin Bunte and
Giuseppe Longo and
Peter Ti{\~{n}}o},
title = {Machine learning and data analysis in astroinformatics},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-2.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BiehlBLT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BlancoPVGD18,
author = {Ignacio D{\'{\i}}az Blanco and
Daniel P{\'{e}}rez and
Abel Alberto Cuadrado Vega and
Diego Garc{\'{\i}}a{-}P{\'{e}}rez and
Manuel Dom{\'{\i}}nguez{-}Gonz{\'{a}}lez},
title = {Interactive dimensionality reduction of large datasets using interpolation},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-47.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BlancoPVGD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BodtMVL18,
author = {Cyril de Bodt and
Dounia Mulders and
Michel Verleysen and
John A. Lee},
title = {Perplexity-free t-SNE and twice Student tt-SNE},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-185.pdf},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BodtMVL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BodtMVL18a,
author = {Cyril de Bodt and
Dounia Mulders and
Michel Verleysen and
John A. Lee},
title = {Extensive assessment of Barnes-Hut t-SNE},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-76.pdf},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BodtMVL18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BrinkrolfBH18,
author = {Johannes Brinkrolf and
Kolja Berger and
Barbara Hammer},
title = {Differential private relevance learning},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-119.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BrinkrolfBH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BurianekB18,
author = {Tom{\'{a}}s Buri{\'{a}}nek and
Sebasti{\'{a}}n Basterrech},
title = {Quantifying the Reservoir Quality using Dimensionality Reduction Techniques},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-176.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BurianekB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CalimeriMST18,
author = {Francesco Calimeri and
Aldo Marzullo and
Claudio Stamile and
Giorgio Terracina},
title = {Graph based neural networks for automatic classification of multiple
sclerosis clinical courses},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-63.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/CalimeriMST18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Carrega18,
author = {Alessio Carrega},
title = {Set point thresholds from topological data analysis and an outlier
detector},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-143.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Carrega18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CastinF18,
author = {Lauriane Castin and
Beno{\^{\i}}t Fr{\'{e}}nay},
title = {clustering with decision trees: divisive and agglomerative approach},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-22.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/CastinF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CatalinaAD18,
author = {Alejandro Catalina and
Carlos M. Ala{\'{\i}}z and
Jos{\'{e}} R. Dorronsoro},
title = {Revisiting {FISTA} for Lasso: Acceleration Strategies Over The Regularization
Path},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-81.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/CatalinaAD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ChakrounAA18,
author = {Imen Chakroun and
Tom Vander Aa and
Thomas J. Ashby},
title = {Cache-efficient Gradient Descent Algorithm},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-33.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ChakrounAA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ChenDTF18,
author = {Haoyan Chen and
Tom Diethe and
Niall Twomey and
Peter A. Flach},
title = {Anomaly detection in star light curves using hierarchical Gaussian
processes},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-125.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ChenDTF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CherifJ18,
author = {Aymen Cherif and
Salim Jouili},
title = {Image retrieval and ranking through Deep Comparative Neural Networks},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-200.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/CherifJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ClemenconK18,
author = {St{\'{e}}phan Cl{\'{e}}men{\c{c}}on and
Anna Korba},
title = {On aggregation in ranking median regression},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-124.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ClemenconK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Conan-GuezGBB18,
author = {Brieuc Conan{-}Guez and
Alain G{\'{e}}ly and
Lydia Boudjeloud{-}Assala and
Alexandre Blansch{\'{e}}},
title = {K-spectral centroid: extension and optimizations},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-116.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Conan-GuezGBB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CuturaHAS18,
author = {Ren{\'{e}} Cutura and
Stefan Holzer and
Micha{\"{e}}l Aupetit and
Michael Sedlmair},
title = {VisCoDeR: {A} tool for visually comparing dimensionality reduction
algorithms},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-74.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/CuturaHAS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/DashdamirovB18,
author = {Hikmat Dashdamirov and
Sebasti{\'{a}}n Basterrech},
title = {Estimation of the Human Concentration using Echo State Networks},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-172.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/DashdamirovB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/De-FreitasJCH18,
author = {Diogo M. De{-}Freitas and
Pl{\'{\i}}nio de S{\'{a}} Leit{\~{a}}o J{\'{u}}nior and
Celso G. Camilo{-}Junior and
Rachel Harrison},
title = {Evolutionary Composition of Customized Fault Localization Heuristics},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-77.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/De-FreitasJCH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/DepewegHUR18,
author = {Stefan Depeweg and
Jos{\'{e}} Miguel Hern{\'{a}}ndez{-}Lobato and
Steffen Udluft and
Thomas A. Runkler},
title = {Sensitivity analysis for predictive uncertainty},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-73.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/DepewegHUR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/DiasGG18,
author = {Charles{-}Emmanuel Dias and
Vincent Guigue and
Patrick Gallinari},
title = {Regularize and explicit collaborative filtering with textual attention},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-152.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/DiasGG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/DiasSNJ18,
author = {Madson Luiz Dantas Dias and
Lucas Silva de Sousa and
Ajalmar R. da Rocha Neto and
Amauri H. Souza J{\'{u}}nior},
title = {Opposite neighborhood: a new method to select reference points of
minimal learning machines},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-198.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/DiasSNJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/DjerrabG18,
author = {Moussab Djerrab and
Alexandre Garcia},
title = {Learning with a Fisher surrogate loss in a small data regime},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-182.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/DjerrabG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/DonnotGMSP18,
author = {Benjamin Donnot and
Isabelle Guyon and
Antoine Marot and
Marc Schoenauer and
Patrick Panciatici},
title = {Fast Power system security analysis with Guided Dropout},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-94.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/DonnotGMSP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/EppeAAW18,
author = {Manfred Eppe and
Tayfun Alpay and
Fares Abawi and
Stefan Wermter},
title = {An analysis of subtask-dependency in robot command interpretation
with dilated CNNs},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-96.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/EppeAAW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/EstradeGGR18,
author = {Victor Estrade and
C{\'{e}}cile Germain and
Isabelle Guyon and
David Rousseau},
title = {Systematics aware learning : a case study in high energy physics},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-99.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/EstradeGGR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/FeiglB18,
author = {Josef Feigl and
Martin Bogdan},
title = {Neural Networks for Implicit Feedback Datasets},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-51.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/FeiglB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Fernandez-Varela18,
author = {Isaac Fern{\'{a}}ndez{-}Varela and
Dimitrios Athanasakis and
Samuel Parsons and
Elena Hern{\'{a}}ndez{-}Pereira and
Vicente Moret{-}Bonillo},
title = {Sleep staging with deep learning: a convolutional model},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-59.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Fernandez-Varela18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/FilhoFL18,
author = {Leopoldo Lusquino Filho and
Felipe M. G. Fran{\c{c}}a and
Priscila M. V. Lima},
title = {Near-optimal facial emotion classification using a WiSARD-based weightless
system},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-141.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/FilhoFL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Fontenla-Romero18,
author = {Oscar Fontenla{-}Romero and
Bertha Guijarro{-}Berdi{\~{n}}as and
Beatriz P{\'{e}}rez{-}S{\'{a}}nchez and
Marcelo G{\'{o}}mez{-}Casal},
title = {{LANN-DSVD:} {A} privacy-preserving distributed algorithm for machine
learning},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-140.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Fontenla-Romero18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/FrenayDL18,
author = {Beno{\^{\i}}t Fr{\'{e}}nay and
Bruno Dumas and
John A. Lee},
title = {Information visualisation and machine learning: latest trends towards
convergence},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-3.pdf},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/FrenayDL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Gallicchio18,
author = {Claudio Gallicchio},
title = {Short-term Memory of Deep {RNN}},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-107.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Gallicchio18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GallicchioMP18,
author = {Claudio Gallicchio and
Alessio Micheli and
Luca Pedrelli},
title = {Deep Echo State Networks for Diagnosis of Parkinson's Disease},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-163.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GallicchioMP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GallicchioMT18,
author = {Claudio Gallicchio and
Alessio Micheli and
Peter Ti{\~{n}}o},
title = {Randomized Recurrent Neural Networks},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-6.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GallicchioMT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GepperthG18,
author = {Alexander Gepperth and
Saad Abdullah Gondal},
title = {Incremental learning with deep neural networks using a test-time oracle},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-154.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GepperthG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GlaunerVS18,
author = {Patrick O. Glauner and
Petko Valtchev and
Radu State},
title = {Impact of Biases in Big Data},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-7.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GlaunerVS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GomesBFB18,
author = {Heitor Murilo Gomes and
Jean Paul Barddal and
Luis Eduardo Boiko Ferreira and
Albert Bifet},
title = {Adaptive random forests for data stream regression},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-183.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GomesBFB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/HafezKWW18,
author = {Muhammad Burhan Hafez and
Matthias Kerzel and
Cornelius Weber and
Stefan Wermter},
title = {Slowness-based neural visuomotor control with an Intrinsically motivated
Continuous Actor-Critic},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-123.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/HafezKWW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/HamalainenKR18,
author = {Joonas H{\"{a}}m{\"{a}}l{\"{a}}inen and
Tommi K{\"{a}}rkk{\"{a}}inen and
Tuomo Rossi},
title = {Scalable robust clustering method for large and sparse data},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-134.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/HamalainenKR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/HinzW18,
author = {Tobias Hinz and
Stefan Wermter},
title = {Inferencing based on unsupervised learning of disentangled representations},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-61.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/HinzW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Hofer-SchmitzNB18,
author = {Katharina Hofer{-}Schmitz and
Phuong{-}Ha Nguyen and
Kristian Berwanger},
title = {One-class Autoencoder approach to classify Raman spectra outliers},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-113.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Hofer-SchmitzNB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/HosseiniH18,
author = {Babak Hosseini and
Barbara Hammer},
title = {Feasibility based Large Margin Nearest Neighbor metric learning},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-87.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/HosseiniH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/HuijseAEP18,
author = {Pablo Huijse and
Nicolas Astorga and
Pablo A. Est{\'{e}}vez and
Giuliano Pignata},
title = {Latent representations of transient candidates from an astronomical
image difference pipeline using Variational Autoencoders},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-130.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/HuijseAEP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/HuynhC18,
author = {Bao Tuyen Huynh and
Faicel Chamroukhi},
title = {Regularised maximum-likelihood inference of mixture of experts for
regression and clustering},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-167.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/HuynhC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/JavaidL18,
author = {Umair Javaid and
John A. Lee},
title = {Capturing variabilities from Computed Tomography images with Generative
Adversarial Networks (GANs)},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-180.pdf},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/JavaidL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Karkkainen18,
author = {Tommi K{\"{a}}rkk{\"{a}}inen},
title = {Extreme Minimal Learning Machine},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-72.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Karkkainen18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KhanzhinaPFZ18,
author = {Natalia Khanzhina and
Evgeny Putin and
Andrey Filchenkov and
Elena Zamyatina},
title = {Pollen grain recognition using convolutional neural network},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-199.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/KhanzhinaPFZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KhouryAACM18,
author = {Nicolas Khoury and
Ferhat Attal and
Yacine Amirat and
Abdelghani Chibani and
Samer Mohammed},
title = {CDTW-based classification for Parkinson's Disease diagnosis},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-203.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/KhouryAACM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KirtayVAAFL18,
author = {Murat Kirtay and
Lorenzo Vannucci and
Ugo Albanese and
Alessandro Ambrosano and
Egidio Falotico and
Cecilia Laschi},
title = {Spatial pooling as feature selection method for object recognition},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-142.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/KirtayVAAFL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KleinC18,
author = {Carlos Eduardo Klein and
Leandro dos Santos Coelho},
title = {Meerkats-inspired Algorithm for Global Optimization Problems},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-35.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/KleinC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KleinMC18,
author = {Carlos Eduardo Klein and
Viviana Cocco Mariani and
Leandro dos Santos Coelho},
title = {Cheetah Based Optimization Algorithm: {A} Novel Swarm Intelligence
Paradigm},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-18.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/KleinMC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LaibK18,
author = {Mohamed Laib and
Mikhail F. Kanevski},
title = {A novel filter algorithm for unsupervised feature selection based
on a space filling measure},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-57.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LaibK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LauriolaPA18,
author = {Ivano Lauriola and
Mirko Polato and
Fabio Aiolli},
title = {The minimum effort maximum output principle applied to Multiple Kernel
Learning},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-181.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LauriolaPA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LimG18,
author = {Ye{-}Sheen Lim and
Denise Gorse},
title = {Reinforcement Learning for High-Frequency Market Making},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-50.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LimG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LimbergWR18,
author = {Christian Limberg and
Heiko Wersing and
Helge J. Ritter},
title = {Efficient accuracy estimation for instance-based incremental active
learning},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-127.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LimbergWR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MajumdarN18,
author = {Debjeet Majumdar and
Vinay P. Namboodiri},
title = {Unsupervised domain adaptation of deep object detectors},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-145.pdf},
timestamp = {Wed, 21 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MajumdarN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MarinescuBDA18,
author = {Ion Alexandru Marinescu and
Zolt{\'{a}}n B{\'{a}}lint and
Laura Diosan and
Anca Andreica},
title = {Dynamic autonomous image segmentation based on Grow Cut},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-32.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MarinescuBDA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/McConvilleST18,
author = {Ryan McConville and
Ra{\'{u}}l Santos{-}Rodr{\'{\i}}guez and
Niall Twomey},
title = {Person Identification and Discovery With Wrist Worn Accelerometer
Data},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-190.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/McConvilleST18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MehrkanoonBS18,
author = {Siamak Mehrkanoon and
Matthew B. Blaschko and
Johan A. K. Suykens},
title = {Shallow and Deep Models for Domain Adaptation problems},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-5.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MehrkanoonBS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MirusSC18,
author = {Florian Mirus and
Terrence C. Stewart and
J{\"{o}}rg Conradt},
title = {Towards cognitive automotive environment modelling: reasoning based
on vector representations},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-70.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MirusSC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MohammadiPSPB18,
author = {Mohammad Mohammadi and
Reynier Peletier and
Frank{-}Michael Schleif and
Nicolai Petkov and
Kerstin Bunte},
title = {Globular Cluster Detection in the Gaia Survey},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-86.pdf},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MohammadiPSPB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MusayevaLG18,
author = {Khadija Musayeva and
Fabien Lauer and
Yann Guermeur},
title = {A sharper bound on the Rademacher complexity of margin multi-category
classifiers},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-174.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MusayevaLG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/NahonL18,
author = {Aviv Nahon and
Boaz Lerner},
title = {Temporal modeling of {ALS} using longitudinal data and long-short
term memory-based algorithm},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-133.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/NahonL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/NiemelaAK18,
author = {Marko Niemel{\"{a}} and
Sami {\"{A}}yr{\"{a}}m{\"{o}} and
Tommi K{\"{a}}rkk{\"{a}}inen},
title = {Comparison of cluster validation indices with missing data},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-16.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/NiemelaAK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/NolteWB18,
author = {Aleke Nolte and
Lingyu Wang and
Michael Biehl},
title = {Prototype-based analysis of {GAMA} galaxy catalogue data},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-115.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/NolteWB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/OlascoagaVMV18,
author = {Laura Isabel Galindez Olascoaga and
Jonas Vlasselaer and
Wannes Meert and
Marian Verhelst},
title = {Feature noise tuning for resource efficient Bayesian Network Classifiers},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-53.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/OlascoagaVMV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/OlikierAL18,
author = {Guillaume Olikier and
Pierre{-}Antoine Absil and
Lieven De Lathauwer},
title = {A variable projection method for block term decomposition of higher-order
tensors},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-177.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/OlikierAL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/OnetoNDA18,
author = {Luca Oneto and
Nicol{\`{o}} Navarin and
Michele Donini and
Davide Anguita},
title = {Emerging trends in machine learning: beyond conventional methods and
data},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-4.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/OnetoNDA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/OnetoRA18,
author = {Luca Oneto and
Sandro Ridella and
Davide Anguita},
title = {Local Rademacher Complexity Machine},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-139.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/OnetoRA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/OnitaB18,
author = {Daniela Onita and
Adriana Birlutiu},
title = {Active Learning based on Transfer Learning Techniques for Image Classification},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-155.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/OnitaB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PolatoA18,
author = {Mirko Polato and
Fabio Aiolli},
title = {Boolean kernels for interpretable kernel machines},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-168.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PolatoA18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/RodanCFMJ18,
author = {Ali Rodan and
Pedro A. Castillo and
Hossam Faris and
Antonio Miguel Mora and
Huthaifa Jawazneh},
title = {Forecasting Business Failure in Highly Imbalanced Distribution based
on Delay Line Reservoir},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-105.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/RodanCFMJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/RuizS18,
author = {Miguel A. Atencia Ruiz and
Ruxandra Stoean},
title = {Non-negative Matrix Factorization for Medical Imaging},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-62.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/RuizS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Rynkiewicz18,
author = {Joseph Rynkiewicz},
title = {Asymptotic statistics for multilayer perceptron with ReLu hidden units},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-45.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Rynkiewicz18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SaikiaVASVS18,
author = {Sarmimala Saikia and
Richa Verma and
Puneet Agarwal and
Gautam Shroff and
Lovekesh Vig and
Ashwin Srinivasan},
title = {Evolutionary {RL} for Container Loading},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-149.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SaikiaVASVS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SakhriTAK18,
author = {Mohamed Salim Amri Sakhri and
Mounira Tlili and
Hamid Allaoui and
Ouajdi Korbaa},
title = {Order Crossover for the Inventory Routing Problem},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-90.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SakhriTAK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SalousP18,
author = {Mazen Salous and
Felix Putze},
title = {behaviour-based working memory capacity classification using recurrent
neural networks},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-108.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SalousP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Sanchez-MaronoP18,
author = {Noelia S{\'{a}}nchez{-}Maro{\~{n}}o and
Beatriz P{\'{e}}rez{-}S{\'{a}}nchez},
title = {Feature selection for label ranking},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-179.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Sanchez-MaronoP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Santos-Rodriguez18,
author = {Ra{\'{u}}l Santos{-}Rodr{\'{\i}}guez and
Niall Twomey},
title = {Efficient approximate representations for computationally expensive
features},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-122.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Santos-Rodriguez18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SantosK18,
author = {Tiago Santos and
Roman Kern},
title = {Understanding wafer patterns in semiconductor production with variational
auto-encoders},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-41.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SantosK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SchlegelCBK18,
author = {Udo Schlegel and
Eren Cakmak and
Juri Buchm{\"{u}}ller and
Daniel A. Keim},
title = {G-Rap: interactive text synthesis using recurrent neural network suggestions},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-158.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SchlegelCBK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SchonherrKP18,
author = {Ralf Sch{\"{o}}nherr and
Maximilian Knaller and
Markus Philipp},
title = {Self-learning assembly systems during ramp-up},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-78.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SchonherrKP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SchreursS18,
author = {Joachim Schreurs and
Johan A. K. Suykens},
title = {Generative Kernel {PCA}},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-173.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SchreursS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Seijo-PardoABBG18,
author = {Borja Seijo{-}Pardo and
Amparo Alonso{-}Betanzos and
Kristin P. Bennett and
Ver{\'{o}}nica Bol{\'{o}}n{-}Canedo and
Isabelle Guyon and
Julie Josse and
Mehreen Saeed},
title = {Analysis of imputation bias for feature selection with missing data},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-58.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Seijo-PardoABBG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SeverinoZCF18,
author = {Joao Victor Bruneti Severino and
Alessandro Zimmer and
Leandro dos Santos Coelho and
Roberto Zanetti Freire},
title = {Radar Based Pedestrian Detection using Support Vector Machine and
the Micro Doppler Effect},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-161.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SeverinoZCF18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SiirtolaKK18,
author = {Pekka Siirtola and
Jukka Komulainen and
Vili Kellokumpu},
title = {Effect of context in swipe gesture-based continuous authentication
on smartphones},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-104.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SiirtolaKK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SiirtolaKR18,
author = {Pekka Siirtola and
Heli Koskim{\"{a}}ki and
Juha R{\"{o}}ning},
title = {Personalizing human activity recognition models using incremental
learning},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-48.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SiirtolaKR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SinoquetM18,
author = {Christine Sinoquet and
Kamel Mekhnacha},
title = {Combining latent tree modeling with a random forest-based approach,
for genetic association studies},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-101.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SinoquetM18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SinoquetN18,
author = {Christine Sinoquet and
Cl{\'{e}}ment Niel},
title = {Enhancement of a stochastic Markov-blanket framework with ant colony
optimization, to uncover epistasis in genetic association studies},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-175.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SinoquetN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SiqueiraBMWW18,
author = {Henrique Siqueira and
Pablo V. A. Barros and
Sven Magg and
Cornelius Weber and
Stefan Wermter},
title = {A Sub-Layered Hierarchical Pyramidal Neural Architecture for Facial
Expression Recognition},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-166.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SiqueiraBMWW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SousaSSJ18,
author = {Victor Amaral de Sousa and
Anthony Simonofski and
Monique Snoeck and
Ivan Jureta},
title = {Structuring and Solving Multi-Criteria Decision Making Problems using
Artificial Neural Networks: a smartphone recommendation case},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-118.pdf},
timestamp = {Sun, 28 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SousaSSJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SpringenbergLWW18,
author = {Sebastian Springenberg and
Egor Lakomkin and
Cornelius Weber and
Stefan Wermter},
title = {Image-to-Text Transduction with Spatial Self-Attention},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-162.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SpringenbergLWW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SpringstubeHW18,
author = {Peer Springst{\"{u}}be and
Stefan Heinrich and
Stefan Wermter},
title = {Continuous convolutional object tracking},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-169.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SpringstubeHW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Tran-VanNS18,
author = {Dinh Tran{-}Van and
Nicol{\`{o}} Navarin and
Alessandro Sperduti},
title = {{DEEP:} decomposition feature enhancement procedure for graphs},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-131.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Tran-VanNS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/TraoreBR18,
author = {Abraham Traor{\'{e}} and
Maxime Berar and
Alain Rakotomamonjy},
title = {Non-Negative Tensor Dictionary Learning},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-156.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/TraoreBR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/TwomeyG18,
author = {David Twomey and
Denise Gorse},
title = {A neural network cost function for highly class-imbalanced data sets},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-60.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/TwomeyG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/VeneriCBRL18,
author = {Michele Delli Veneri and
Stefano Cavuoti and
Massimo Brescia and
Giuseppe Riccio and
Giuseppe Longo},
title = {stellar formation rates in galaxies using machine learning models},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-100.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/VeneriCBRL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/VieiraRFP18,
author = {Daniel Vieira and
F{\'{a}}bio Medeiros Rangel and
Fabr{\'{\i}}cio Firmino de Faria and
Jo{\~{a}}o Paix{\~{a}}o},
title = {Vector Field Based Neural Networks},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-192.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/VieiraRFP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/VillmannKSHV18,
author = {Andrea Villmann and
Marika Kaden and
Sascha Saralajew and
Wieland Hermann and
Thomas Villmann},
title = {Reliable Patient Classification in Case of Uncertain Class Labels
Using a Cross-Entropy Approach},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-97.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/VillmannKSHV18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/WagnerFHB18,
author = {J{\"{o}}rg Wagner and
Volker Fischer and
Michael Herman and
Sven Behnke},
title = {Hierarchical Recurrent Filtering for Fully Convolutional DenseNets},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-88.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/WagnerFHB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/WangCAD18,
author = {Qi Wang and
Micka{\"{e}}l Chen and
Thierry Arti{\`{e}}res and
Ludovic Denoyer},
title = {transferring style in motion capture sequences with adversarial learning},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-188.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/WangCAD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/WonJC18,
author = {Daegun Won and
Peter J. Jansen and
Jaime G. Carbonell},
title = {Temporal transfer learning for drift adaptation},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-202.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/WonJC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/WorzykK18,
author = {Nils Worzyk and
Oliver Kramer},
title = {Properties of adv-1 - Adversarials of Adversarials},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-164.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/WorzykK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/WulfingKBRE18,
author = {Jan W{\"{u}}lfing and
Sreedhar S. Kumar and
Joschka Boedecker and
Martin A. Riedmiller and
Ulrich Egert},
title = {Controlling biological neural networks with deep reinforcement learning},
booktitle = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2018-128.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/WulfingKBRE18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/esann/2018,
title = {26th European Symposium on Artificial Neural Networks, {ESANN} 2018,
Bruges, Belgium, April 25-27, 2018},
year = {2018},
url = {https://www.esann.org/proceedings/2018},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/2018.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/0001FBC17,
author = {Diego Carvalho and
Felipe M. G. Fran{\c{c}}a and
Raul Barbosa and
Douglas de O. Cardoso},
title = {A neuro-symbolic approach to {GPS} trajectory classification},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-138.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/0001FBC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/0001SLSWSM17,
author = {Xiang Jiang and
Erico N. de Souza and
Xuan Liu and
Behrouz Haji Soleimani and
Xiaoguang Wang and
Daniel L. Silver and
Stan Matwin},
title = {Partition-wise Recurrent Neural Networks for Point-based {AIS} Trajectory
Classification},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-18.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/0001SLSWSM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AbdollahyanS17,
author = {Maryam Abdollahyan and
Fabrizio Smeraldi},
title = {POKer: a Partial Order Kernel for Comparing Strings with Alternative
Substrings},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-66.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/AbdollahyanS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AkusokEMGL17,
author = {Anton Akusok and
Emil Eirola and
Yoan Mich{\'{e}} and
Andrey Gritsenko and
Amaury Lendasse},
title = {Advanced query strategies for Active Learning with Extreme Learning
Machines},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-92.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/AkusokEMGL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ArrigoniRFD17,
author = {Valentina Arrigoni and
Beatrice Rossi and
Pasqualina Fragneto and
Giuseppe Desoli},
title = {Approximate operations in Convolutional Neural Networks with {RNS}
data representation},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-30.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ArrigoniRFD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BacciuCMP17,
author = {Davide Bacciu and
Michele Colombo and
Davide Morelli and
David Plans},
title = {{ELM} Preference Learning for Physiological Data},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-27.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BacciuCMP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BaierST17,
author = {Stephan Baier and
Sigurd Spieckermann and
Volker Tresp},
title = {Attention-based Information Fusion using Multi-Encoder-Decoder Recurrent
Neural Networks},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-135.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BaierST17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BelancheC17,
author = {Llu{\'{\i}}s Belanche and
Marta R. Costa{-}juss{\`{a}}},
title = {Bridging deep and kernel methods},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-5.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BelancheC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BhanotBVZ17,
author = {Gyan Bhanot and
Michael Biehl and
Thomas Villmann and
Dietlind Z{\"{u}}hlke},
title = {Biomedical data analysis in translational research: integration of
expert knowledge and interpretable models},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-2.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BhanotBVZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BinjumahRAD017,
author = {Weam M. Binjumah and
Alexey Redyuk and
Rod Adams and
Neil Davey and
Yi Sun},
title = {Investigating optical transmission error correction using wavelet
transforms},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-45.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BinjumahRAD017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BlobaumSW17,
author = {Patrick Bl{\"{o}}baum and
Shohei Shimizu and
Takashi Washio},
title = {A novel principle for causal inference in data with small error variance},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-12.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BlobaumSW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Bolon-CanedoRSM17,
author = {Ver{\'{o}}nica Bol{\'{o}}n{-}Canedo and
Beatriz Remeseiro and
Konstantinos Sechidis and
David Mart{\'{\i}}nez{-}Rego and
Amparo Alonso{-}Betanzos},
title = {Algorithmic challenges in big data analytics},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-6.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Bolon-CanedoRSM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BorgnatCO17,
author = {Pierre Borgnat and
Etienne C{\^{o}}me and
Latifa Oukhellou},
title = {Processing, mining and visualizing massive urban data},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-3.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BorgnatCO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CarelA17,
author = {L{\'{e}}na Carel and
Pierre Alquier},
title = {Non-negative matrix factorization as a pre-processing tool for travelers
temporal profiles clustering},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-22.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/CarelA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CarvalhoN17,
author = {Danilo Silva de Carvalho and
Minh{-}Le Nguyen},
title = {Efficient Neural-based patent document segmentation with Term Order
Probabilities},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-123.pdf},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/CarvalhoN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CazabetBJ17,
author = {R{\'{e}}my Cazabet and
Pierre Borgnat and
Pablo Jensen},
title = {Using degree constrained gravity null-models to understand the structure
of journeys' networks in bicycle sharing systems},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-25.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/CazabetBJ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CheifetzSSSF17,
author = {Nicolas Cheifetz and
Allou Sam{\'{e}} and
Zineb Sabir and
Anne{-}Claire Sandraz and
C{\'{e}}dric F{\'{e}}liers},
title = {Extracting urban water usage habits from smart meter data: a functional
clustering approach},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-31.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/CheifetzSSSF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/DIsantoP17,
author = {Antonio D'Isanto and
Kai Lars Polsterer},
title = {Uncertain photometric redshifts via combining deep convolutional and
mixture density networks},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-56.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/DIsantoP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/DijkstraLSW17,
author = {Klaas Dijkstra and
Jaap van de Loosdrecht and
Lambert Schomaker and
Marco A. Wiering},
title = {Hyper-spectral frequency selection for the classification of vegetation
diseases},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-40.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/DijkstraLSW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/DoP17,
author = {Tuan Do and
James Pustejovsky},
title = {Fine-grained event learning of human-object interaction with {LSTM-CRF}},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-34.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/DoP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/DongTAF17,
author = {Shuyu Dong and
Dorina Thanou and
Pierre{-}Antoine Absil and
Pascal Frossard},
title = {Learning sparse models of diffusive graph signals},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-116.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/DongTAF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/DoniniNLAC17,
author = {Michele Donini and
Nicol{\`{o}} Navarin and
Ivano Lauriola and
Fabio Aiolli and
Fabrizio Costa},
title = {Fast hyperparameter selection for graph kernels via subsampling and
multiple kernel learning},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-140.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/DoniniNLAC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/DucoffeP17,
author = {Melanie Ducoffe and
Fr{\'{e}}d{\'{e}}ric Precioso},
title = {Active learning strategy for {CNN} combining batchwise Dropout and
Query-By-Committee},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-122.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/DucoffeP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Eiras-FrancoKAM17,
author = {Carlos Eiras{-}Franco and
Leslie Kanthan and
Amparo Alonso{-}Betanzos and
David Mart{\'{\i}}nez{-}Rego},
title = {Scalable approximate k-NN Graph construction based on Locality Sensitive
Hashing},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-35.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Eiras-FrancoKAM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/FeiglB17,
author = {Josef Feigl and
Martin Bogdan},
title = {Collaborative filtering with neural networks},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-23.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/FeiglB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Fernandez-Francos17,
author = {Diego Fern{\'{a}}ndez{-}Francos and
Oscar Fontenla{-}Romero and
Amparo Alonso{-}Betanzos and
Gavin Brown},
title = {Mutual information for improving the efficiency of the {SCH} algorithm},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-82.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Fernandez-Francos17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Fernandez-Varela17,
author = {Isaac Fern{\'{a}}ndez{-}Varela and
Diego {\'{A}}lvarez{-}Est{\'{e}}vez and
Elena Hern{\'{a}}ndez{-}Pereira and
Vicente Moret{-}Bonillo},
title = {Outlining a simple and robust method for the automatic detection of
{EEG} arousals},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-36.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Fernandez-Varela17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/FilhoFC17,
author = {Samuel Giatti Silva Filho and
Roberto Zanetti Freire and
Leandro dos Santos Coelho},
title = {Feature Extraction for On-Road Vehicle Detection Based on Support
Vector Machine},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-112.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/FilhoFC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GallicchioMMS17,
author = {Claudio Gallicchio and
Jos{\'{e}} David Mart{\'{\i}}n{-}Guerrero and
Alessio Micheli and
Emilio Soria{-}Olivas},
title = {Randomized Machine Learning Approaches: Recent Developments and Challenges},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-4.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GallicchioMMS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GallicchioMS17,
author = {Claudio Gallicchio and
Alessio Micheli and
Luca Silvestri},
title = {Local Lyapunov Exponents of Deep {RNN}},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-48.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GallicchioMS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GarciaBPVD17,
author = {Diego Garc{\'{\i}}a{-}P{\'{e}}rez and
Ignacio D{\'{\i}}az Blanco and
Daniel P{\'{e}}rez and
Abel Alberto Cuadrado Vega and
Manuel Dom{\'{\i}}nguez{-}Gonz{\'{a}}lez},
title = {Latent variable analysis in hospital electric power demand using non-negative
matrix factorization},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-60.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GarciaBPVD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GengLLWLXW17,
author = {Yanyan Geng and
Ru{-}Ze Liang and
Weizhi Li and
Jingbin Wang and
Gaoyuan Liang and
Chenhao Xu and
Jingyan Wang},
title = {Learning convolutional neural network to maximize Pos@Top performance
measure},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-33.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GengLLWLXW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GhoshBVVBATB17,
author = {Sreejita Ghosh and
Elizabeth Sarah Baranowski and
Rick van Veen and
Gert{-}Jan de Vries and
Michael Biehl and
Wiebke Arlt and
Peter Ti{\~{n}}o and
Kerstin Bunte},
title = {Comparison of strategies to learn from imbalanced classes for computer
aided diagnosis of inborn steroidogenic disorders},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-94.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GhoshBVVBATB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GiannakopoulosC17,
author = {Petros Giannakopoulos and
Yannis Cotronis},
title = {A Deep Q-Learning Agent for L-Game with Variable Batch Training},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-115.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GiannakopoulosC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GiannopoulosSTT17,
author = {Michalis Giannopoulos and
Sofia Savvaki and
Grigorios Tsagkatakis and
Panagiotis Tsakalides},
title = {Application of Tensor and Matrix Completion on Environmental Sensing
Data},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-136.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GiannopoulosSTT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GlaunerDPBAMVS17,
author = {Patrick O. Glauner and
Manxing Du and
Victor Paraschiv and
Andrey Boytsov and
Isabel Lopez Andrade and
Jorge Augusto Meira and
Petko Valtchev and
Radu State},
title = {The Top 10 Topics in Machine Learning Revisited: {A} Quantitative
Meta-Study},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-17.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GlaunerDPBAMVS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GomesMFJK17,
author = {Jo{\~{a}}o P. P. Gomes and
Diego P. P. Mesquita and
Ananda Freire and
Amauri H. Souza J{\'{u}}nior and
Tommi K{\"{a}}rkk{\"{a}}inen},
title = {A Robust Minimal Learning Machine based on the M-Estimator},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-44.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GomesMFJK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Gonzalez-Calabuig17,
author = {Andreu Gonz{\'{a}}lez{-}Calabuig and
Georgina Faura and
Manel del Valle},
title = {High dimensionality voltammetric biosensor data processed with artificial
neural networks},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-149.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Gonzalez-Calabuig17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GopfertPH17,
author = {Christina G{\"{o}}pfert and
Lukas Pfannschmidt and
Barbara Hammer},
title = {Feature Relevance Bounds for Linear Classification},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-67.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GopfertPH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GousenbourgerMM17,
author = {Pierre{-}Yves Gousenbourger and
Estelle M. Massart and
Antoni Musolas and
Pierre{-}Antoine Absil and
Julien M. Hendrickx and
Laurent Jacques and
Youssef M. Marzouk},
title = {Piecewise-B{\'{e}}zier {C1} smoothing on manifolds with application
to wind field estimation},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-77.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GousenbourgerMM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GregorioG17,
author = {Massimo De Gregorio and
Maurizio Giordano},
title = {WiSARDrp for Change Detection in Video Sequences},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-133.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GregorioG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GrossLB017,
author = {Wolfgang Gro{\ss} and
Sascha Lange and
Joschka B{\"{o}}decker and
Manuel Blum},
title = {Predicting Time Series with Space-Time Convolutional and Recurrent
Neural Networks},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-38.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GrossLB017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/HamidJLSBS17,
author = {Yasir Hamid and
Ludovic Journaux and
John Aldo Lee and
Lucile Sautot and
Nabi Bushra and
M. Sugumaran},
title = {Large-scale nonlinear dimensionality reduction for network intrusion
detection},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-71.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/HamidJLSBS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/HugHA17,
author = {Ronny Hug and
Wolfgang H{\"{u}}bner and
Michael Arens},
title = {Supporting generative models of spatial behavior by user interaction},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-91.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/HugHA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Ion-MargineanuC17,
author = {Adrian Ion{-}Margineanu and
Sofie Van Cauter and
Diana Maria Sima and
Frederik Maes and
Stefan Sunaert and
Uwe Himmelreich and
Sabine Van Huffel},
title = {Comparison of manual and semi-manual delineations for classifying
glioblastoma multiforme patients based on histogram and texture {MRI}
features},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-139.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Ion-MargineanuC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/IssakkimuthuV17,
author = {Muthuvel Murugan Issakkimuthu and
K. V. Subrahmanyam},
title = {Invariant representations of images for better learning},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-130.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/IssakkimuthuV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/JauhiainenK17,
author = {Susanne Jauhiainen and
Tommi K{\"{a}}rkk{\"{a}}inen},
title = {A Simple Cluster Validation Index with Maximal Coverage},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-24.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/JauhiainenK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KaraoguzG17,
author = {Cem Karaoguz and
Alexander Gepperth},
title = {Acceleration of Prototype Based Models with Cascade Computation},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-117.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/KaraoguzG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KarevanFS17,
author = {Zahra Karevan and
Yunlong Feng and
Johan A. K. Suykens},
title = {Moving Least Squares Support Vector Machines for weather temperature
prediction},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-55.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/KarevanFS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KeGSB17,
author = {Jing Ke and
Yi Guo and
Arcot Sowmya and
Tomasz Bednarz},
title = {A performance acceleration algorithm of spectral unmixing via subset
selection},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-29.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/KeGSB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LaharotteBF17,
author = {Pierre{-}Antoine Laharotte and
Romain Billot and
Nour{-}Eddin El Faouzi},
title = {Detection of non-recurrent road traffic events based on clustering
indicators},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-73.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LaharotteBF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LauriolaDA17,
author = {Ivano Lauriola and
Michele Donini and
Fabio Aiolli},
title = {Learning dot-product polynomials for multiclass problems},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-120.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LauriolaDA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Lopez-RadcencoA17,
author = {Manuel Lopez{-}Radcenco and
Abdeldjalil A{\"{\i}}ssa{-}El{-}Bey and
Pierre Ailliot and
Ronan Fablet},
title = {Non-negative decomposition of geophysical dynamics},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-83.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Lopez-RadcencoA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MaiaFDL0S17,
author = {Eleonora D'Andrea and
Fabio Di Francesco and
Valentina Dini and
Beatrice Lazzerini and
Marco Romanelli and
Pietro Salvo},
title = {Physical activity recognition from sub-bandage sensors using both
feature selection and extraction},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-70.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MaiaFDL0S17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MalhotraTVAS17,
author = {Pankaj Malhotra and
Vishnu TV and
Lovekesh Vig and
Puneet Agarwal and
Gautam Shroff},
title = {TimeNet: Pre-trained deep recurrent neural network for time series
classification},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-100.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MalhotraTVAS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ManavalanH17,
author = {Jeevan Manavalan and
Matthew Howard},
title = {Learning null space projections fast},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-10.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ManavalanH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MarietteROV17,
author = {J{\'{e}}r{\^{o}}me Mariette and
Fabrice Rossi and
Madalina Olteanu and
Nathalie Villa{-}Vialaneix},
title = {Accelerating stochastic kernel {SOM}},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-41.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MarietteROV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MehrkanoonZS17,
author = {Siamak Mehrkanoon and
Andreas Zell and
Johan A. K. Suykens},
title = {Scalable Hybrid Deep Neural Kernel Networks},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-97.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MehrkanoonZS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MilgoRWM17,
author = {Edna Milgo and
Nixon K. Ronoh and
Peter Waiganjo Wagacha and
Bernard Manderick},
title = {Comparison of adaptive {MCMC} methods},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-98.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MilgoRWM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MoraisMS17,
author = {Romero F. A. B. de Morais and
P{\'{e}}ricles B. C. de Miranda and
Ricardo M. A. Silva},
title = {A multi-criteria meta-learning method to select under-sampling algorithms
for imbalanced datasets},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-11.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MoraisMS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Moran-Fernandez17,
author = {Laura Mor{\'{a}}n{-}Fern{\'{a}}ndez and
Ver{\'{o}}nica Bol{\'{o}}n{-}Canedo and
Amparo Alonso{-}Betanzos},
title = {A distributed approach for classification using distance metrics},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-87.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Moran-Fernandez17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MoscaM17,
author = {Alan Mosca and
George D. Magoulas},
title = {Training convolutional networks with weight-wise adaptive learning
rates},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-50.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MoscaM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Murray-BruceD17,
author = {John Murray{-}Bruce and
Pier Luigi Dragotti},
title = {Solving Inverse Source Problems for Sources with Arbitrary Shapes
using Sensor Networks},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-103.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Murray-BruceD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/NavarinS17,
author = {Nicol{\`{o}} Navarin and
Alessandro Sperduti},
title = {Approximated Neighbours MinHash Graph Node Kernel},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-134.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/NavarinS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/NguyenMB17,
author = {Bac Nguyen and
Carlos Morell and
Bernard De Baets},
title = {Distance metric learning: a two-phase approach},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-8.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/NguyenMB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/OliveiraF17,
author = {Luiz F. R. Oliveira and
Felipe M. G. Fran{\c{c}}a},
title = {{ELM} vs. WiSARD: a performance comparison},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-141.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/OliveiraF17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/OnetoRA17,
author = {Luca Oneto and
Sandro Ridella and
Davide Anguita},
title = {Generalization Performances of Randomized Classifiers and Algorithms
built on Data Dependent Distributions},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-53.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/OnetoRA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/OnetoSLA17,
author = {Luca Oneto and
Anna Siri and
Gianvittorio Luria and
Davide Anguita},
title = {Dropout Prediction at University of Genoa: a Privacy Preserving Data
Driven Approach},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-54.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/OnetoSLA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/OrdozgoitiMCMRS17,
author = {Bruno Ordozgoiti and
Alberto Mozo and
Sandra G{\'{o}}mez Canaval and
Udi Margolin and
Elisha J. Rosensweig and
Itai Segall},
title = {Deep convolutional neural networks for detecting noisy neighbours
in cloud infrastructure},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-102.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/OrdozgoitiMCMRS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/OuaretIRC17,
author = {Rachid Ouaret and
Anda Ionescu and
Olivier Ramalho and
Yves Candau},
title = {Indoor air pollutant sources using Blind Source Separation Methods},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-131.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/OuaretIRC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Paassen0HH17,
author = {Benjamin Paassen and
Alexander Schulz and
Janne Hahne and
Barbara Hammer},
title = {An {EM} transfer learning algorithm with applications in bionic hand
prostheses},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-57.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Paassen0HH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PalmerG17,
author = {Sam Palmer and
Denise Gorse},
title = {Pseudo-analytical solutions for stochastic options pricing using Monte
Carlo simulation and Breeding PSO-trained neural networks},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-113.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PalmerG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PetrosyanP17,
author = {Vahan Petrosyan and
Alexandre Prouti{\`{e}}re},
title = {Viral initialization for spectral clustering},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-49.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PetrosyanP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PinhoBML17,
author = {Rafael Adnet Pinho and
Walkir Brito and
Cl{\'{a}}udia Lage Rebello da Motta and
Priscila Lima},
title = {Automatic crime report classi cation through a weightless neural network},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-42.pdf},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/PinhoBML17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PopRNB17,
author = {Danut Ovidiu Pop and
Alexandrina Rogozan and
Fawzi Nashashibi and
Abdelaziz Bensrhair},
title = {Fusion of Stereo Vision for Pedestrian Recognition using Convolutional
Neural Networks},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-96.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PopRNB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PuigtDR17,
author = {Matthieu Puigt and
Gilles Delmaire and
Gilles Roussel},
title = {Environmental signal processing: new trends and applications},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-1.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PuigtDR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/RamachandramLSA17,
author = {Dhanesh Ramachandram and
Michal Lisicki and
Timothy J. Shields and
Mohamed R. Amer and
Graham W. Taylor},
title = {Structure optimization for deep multimodal fusion networks using graph-induced
kernels},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-108.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/RamachandramLSA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ReeRPGSW17,
author = {Michiel van der Ree and
Jos B. T. M. Roerdink and
Christophe Phillips and
Ga{\"{e}}tan Garraux and
Eric Salmon and
Marco A. Wiering},
title = {Support vector components analysis},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-63.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ReeRPGSW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Reeve017,
author = {Henry W. J. Reeve and
Gavin Brown},
title = {Degrees of Freedom in Regression Ensembles},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-110.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Reeve017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/RemyC17,
author = {Ana{\"{\i}}s R{\'{e}}my and
Etienne C{\^{o}}me},
title = {Multiscale Spatio-Temporal Data Aggregation and Mapping for Urban
Data Exploration},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-72.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/RemyC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/RevelDAB17,
author = {Charlotte Revel and
Yannick Deville and
V{\'{e}}ronique Achard and
Xavier Briottet},
title = {Impact of the initialisation of a blind unmixing method dealing with
intra-class variability},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-74.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/RevelDAB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Rinta-KoskiSHLA17,
author = {Olli{-}Pekka Rinta{-}Koski and
Simo S{\"{a}}rkk{\"{a}} and
Jaakko Hollm{\'{e}}n and
Markus Leskinen and
Sture Andersson},
title = {Prediction of preterm infant mortality with Gaussian process classification},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-86.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Rinta-KoskiSHLA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SadrfaridpourJK17,
author = {Ehsan Sadrfaridpour and
Sandeep Jeereddy and
Ken Kennedy and
Andr{\'{e}} Luckow and
Talayeh Razzaghi and
Ilya Safro},
title = {Algebraic multigrid support vector machines},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-37.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SadrfaridpourJK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SandorG17,
author = {Bulcs{\'{u}} S{\'{a}}ndor and
Claudius Gros},
title = {Complex activity patterns generated by short-term synaptic plasticity},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-47.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SandorG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Scheper17,
author = {Tjeerd Olde Scheper},
title = {Criticality in Biocomputation},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-89.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Scheper17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ShafaroudiQS17,
author = {Milad Malekzadeh Shafaroudi and
Jeffrey F. Quei{\ss}er and
Jochen J. Steil},
title = {Imitation learning for a continuum trunk robot},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-80.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ShafaroudiQS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Sogaard17,
author = {Anders S{\o}gaard},
title = {Spikes as regularizers},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-32.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Sogaard17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/StearnsRRFO17,
author = {Bernardo Stearns and
F{\'{a}}bio Medeiros Rangel and
Flavio Rangel and
Fabr{\'{\i}}cio Firmino de Faria and
Jonice Oliveira},
title = {Scholar Performance Prediction using Boosted Regression Trees Techniques},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-65.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/StearnsRRFO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ThiamKS17,
author = {Patrick Thiam and
Viktor Kessler and
Friedhelm Schwenker},
title = {Hierarchical Combination of Video Features for Personalised Pain Level
Recognition},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-104.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ThiamKS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/TimotheatosTTT17,
author = {Stavros Timotheatos and
Grigorios Tsagkatakis and
Panagiotis Tsakalides and
Panos E. Trahanias},
title = {Feature Extraction and Learning for {RSSI} based Indoor Device Localization},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-90.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/TimotheatosTTT17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Tino17,
author = {Peter Ti{\~{n}}o},
title = {Fisher memory of linear Wigner echo state networks},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-69.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Tino17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/TonnelierBGG17,
author = {Emeric Tonnelier and
Nicolas Baskiotis and
Vincent Guigue and
Patrick Gallinari},
title = {Anomaly detection and characterization in smart card logs using {NMF}
and Tweets},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-93.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/TonnelierBGG17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Tran-VanSC17,
author = {Dinh Tran{-}Van and
Alessandro Sperduti and
Fabrizio Costa},
title = {The Conjunctive Disjunctive Node Kernel},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-127.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Tran-VanSC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/TranA17,
author = {Van{-}Tinh Tran and
Alex Aussem},
title = {Reducing variance due to importance weighting in covariate shift bias
correction},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-95.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/TranA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Valdenegro-Toro17,
author = {Matias Valdenegro{-}Toro},
title = {Real-time convolutional networks for sonar image classification in
low-power embedded systems},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-109.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Valdenegro-Toro17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ViannaOC17,
author = {Gizelle Kupac Vianna and
Gustavo Sucupira Oliveira and
Gabriel Vargas Cunha},
title = {A decision support system based on cellular automata to help the control
of late blight in tomato cultures},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-39.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ViannaOC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/WagnerFHB17,
author = {J{\"{o}}rg Wagner and
Volker Fischer and
Michael Herman and
Sven Behnke},
title = {Learning Semantic Prediction using Pretrained Deep Feedforward Networks},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-61.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/WagnerFHB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/WojcikK17,
author = {Piotr Iwo W{\'{o}}jcik and
Marcin Kurdziel},
title = {Random projection initialization for deep neural networks},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-43.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/WojcikK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/XieL17,
author = {Hong{-}Bo Xie and
Hui Liu},
title = {Myoelectrical signal classification based on {S} transform and two-directional
2DPCA},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-16.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/XieL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ZionL17,
author = {Eyal Ben Zion and
Boaz Lerner},
title = {Learning human behaviors and lifestyle by capturing temporal relations
in mobility patterns},
booktitle = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2017-152.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ZionL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/esann/2017,
title = {25th European Symposium on Artificial Neural Networks, {ESANN} 2017,
Bruges, Belgium, April 26-28, 2017},
year = {2017},
url = {https://www.esann.org/proceedings/2017},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/2017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/0001H16,
author = {Alexander Schulz and
Barbara Hammer},
title = {Discriminative dimensionality reduction in kernel space},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-186.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/0001H16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/0002PW16,
author = {Francisco Cruz and
German Ignacio Parisi and
Stefan Wermter},
title = {Learning contextual affordances with an associative neural architecture},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-54.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/0002PW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Abdel-SayedDFLM16,
author = {Mina Abdel{-}Sayed and
Daniel Duclos and
Gilles Fa{\"{y}} and
J{\'{e}}r{\^{o}}me Lacaille and
Mathilde Mougeot},
title = {anomaly detection on spectrograms using data-driven and fixed dictionary
representations},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-104.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Abdel-SayedDFLM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AbsilGSW16,
author = {Pierre{-}Antoine Absil and
Pierre{-}Yves Gousenbourger and
Paul Striewski and
Benedikt Wirth},
title = {Differentiable piecewise-B{\'{e}}zier interpolation on Riemannian
manifolds},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-96.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/AbsilGSW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Adam-Bourdarios16,
author = {Claire Adam{-}Bourdarios and
Glen Cowan and
C{\'{e}}cile Germain and
Isabelle Guyon and
Bal{\'{a}}zs K{\'{e}}gl and
David Rousseau},
title = {How machine learning won the Higgs boson challenge},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-181.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Adam-Bourdarios16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Aiello16,
author = {Gaetano Liborio Aiello},
title = {neuro-percolation as a superposition of random-walks},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-5.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Aiello16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AiolliP16,
author = {Fabio Aiolli and
Mirko Polato},
title = {Kernel based collaborative filtering for very large scale top-N item
recommendation},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-111.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/AiolliP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Alvear-Sandoval16,
author = {Ricardo F. Alvear{-}Sandoval and
An{\'{\i}}bal R. Figueiras{-}Vidal},
title = {An Experiment in Pre-Emphasizing Diversified Deep Neural Classifiers},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-27.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Alvear-Sandoval16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AngelovS16,
author = {Plamen Angelov and
Alessandro Sperduti},
title = {Challenges in Deep Learning},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-23.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/AngelovS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AswolinskiyRS16,
author = {Witali Aswolinskiy and
Ren{\'{e}} Felix Reinhart and
Jochen J. Steil},
title = {Modelling of parameterized processes via regression in the model space},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-169.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/AswolinskiyRS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AzamiLC16,
author = {Meriem El Azami and
Carole Lartizien and
St{\'{e}}phane Canu},
title = {Converting {SVDD} scores into probability estimates},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-158.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/AzamiLC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BacciuGM16,
author = {Davide Bacciu and
Claudio Gallicchio and
Alessio Micheli},
title = {A reservoir activation kernel for trees},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-172.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BacciuGM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BanchiPB16,
author = {Leonardo Banchi and
Nicola Pancotti and
Sougato Bose},
title = {Supervised quantum gate "teaching" for quantum hardware design},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-47.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BanchiPB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BarronW16,
author = {Trevor Barron and
Matthew Whitehead},
title = {Visualizing stacked autoencoder language learning},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-70.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BarronW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Beg016,
author = {Abul Hashem Beg and
Md Zahidul Islam},
title = {Genetic Algorithm with Novel Crossover, Selection and Health Check
for Clustering},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-37.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Beg016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BelharbiH0A16,
author = {Soufiane Belharbi and
Romain H{\'{e}}rault and
Cl{\'{e}}ment Chatelain and
S{\'{e}}bastien Adam},
title = {Deep multi-task learning with evolving weights},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-87.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BelharbiH0A16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BergerPB16,
author = {Guillaume Berger and
Cl{\'{e}}ment Peyrard and
Moez Baccouche},
title = {Boosting face recognition via neural Super-Resolution},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-144.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BergerPB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Berglund16,
author = {Mathias Berglund},
title = {Stochastic gradient estimate variance in contrastive divergence and
persistent contrastive divergence},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-6.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Berglund16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BhardwajK16,
author = {Piyush Bhardwaj and
Harish Karnick},
title = {Efficient low rank approximation via alternating least squares for
scalable kernel learning},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-115.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BhardwajK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BibalF16,
author = {Adrien Bibal and
Beno{\^{\i}}t Fr{\'{e}}nay},
title = {Interpretability of machine learning models and representations: an
introduction},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-141.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BibalF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BieLSK16,
author = {Tijl De Bie and
Jefrey Lijffijt and
Ra{\'{u}}l Santos{-}Rodr{\'{\i}}guez and
Bo Kang},
title = {Informative data projections: a framework and two examples},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-123.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BieLSK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BlancoVV16,
author = {Ignacio D{\'{\i}}az Blanco and
Abel Alberto Cuadrado Vega and
Michel Verleysen},
title = {A state-space model on interactive dimensionality reduction},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-41.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BlancoVV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BolaghSJC16,
author = {Samaneh Nasiri Ghosheh Bolagh and
Mohammad Bagher Shamsollahi and
Christian Jutten and
Marco Congedo},
title = {Unsupervised Cross-Subject {BCI} Learning and Classification using
Riemannian Geometry},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-167.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BolaghSJC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Bolon-CanedoRAC16,
author = {Ver{\'{o}}nica Bol{\'{o}}n{-}Canedo and
Beatriz Remeseiro and
Amparo Alonso{-}Betanzos and
Aur{\'{e}}lio Campilho},
title = {Machine learning for medical applications},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-17.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Bolon-CanedoRAC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BreaBSGGY16,
author = {Mar{\'{\i}}a Luisa S{\'{a}}nchez Brea and
Noelia Barreira{-}Rodr{\'{\i}}guez and
Noelia S{\'{a}}nchez{-}Maro{\~{n}}o and
Antonio Mosquera Gonz{\'{a}}lez and
Carlos Garc{\'{\i}}a{-}Res{\'{u}}a and
Eva Yebra{-}Pimentel},
title = {On the analysis of feature selection techniques in a conjunctival
hyperemia grading framework},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-49.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BreaBSGGY16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BurwickE16,
author = {Thomas Burwick and
Luke Ewig},
title = {Deep neural network analysis of go games: which stones motivate a
move?},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-98.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BurwickE16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Chamroukhi16,
author = {Faicel Chamroukhi},
title = {Bayesian mixture of spatial spline regressions},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-179.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Chamroukhi16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CostaKK16,
author = {Fabrizio Costa and
Parastou Kohvaei and
Robert Kleinkauf},
title = {RNAsynth: constraints learning for {RNA} inverse folding},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-137.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/CostaKK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/DegraveDDW16,
author = {Jonas Degrave and
Sander Dieleman and
Joni Dambre and
Francis Wyffels},
title = {Spatial Chirp-Z Transformer Networks},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-107.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/DegraveDDW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/DietheTF16,
author = {Tom Diethe and
Niall Twomey and
Peter A. Flach},
title = {Active transfer learning for activity recognition},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-99.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/DietheTF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/DragoneGGM16,
author = {Mauro Dragone and
Claudio Gallicchio and
Roberto Guzm{\'{a}}n and
Alessio Micheli},
title = {RSS-based Robot Localization in Critical Environments using Reservoir
Computing},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-176.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/DragoneGGM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/EslavaMJL16,
author = {Ra{\'{u}}l V. Casa{\~{n}}a Eslava and
Jos{\'{e}} David Mart{\'{\i}}n{-}Guerrero and
Ian H. Jarman and
Paulo J. G. Lisboa},
title = {Performance assessment of quantum clustering in non-spherical data
distributions},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-171.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/EslavaMJL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/FaleirosL16,
author = {Thiago de Paulo Faleiros and
Alneu de Andrade Lopes},
title = {On the equivalence between algorithms for Non-negative Matrix Factorization
and Latent Dirichlet Allocation},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-162.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/FaleirosL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/FaureBOL16,
author = {Cynthia Faure and
Jean{-}Marc Bardet and
Madalina Olteanu and
J{\'{e}}r{\^{o}}me Lacaille},
title = {Comparison of three algorithms for parametric change-point detection},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-159.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/FaureBOL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/FernandesSSS16,
author = {Sofia Fernandes and
Ricardo Gamelas Sousa and
Renato Socodato and
Lu{\'{\i}}s M. Silva},
title = {Stacked denoising autoencoders for the automatic recognition of microglial
cells' state},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-8.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/FernandesSSS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Fernandez-Francos16,
author = {Diego Fern{\'{a}}ndez{-}Francos and
Oscar Fontenla{-}Romero and
Amparo Alonso{-}Betanzos},
title = {One-class classification algorithm based on convex hull},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-136.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Fernandez-Francos16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Fernandez-Varela16,
author = {Isaac Fern{\'{a}}ndez{-}Varela and
Elena Hern{\'{a}}ndez{-}Pereira and
Diego {\'{A}}lvarez{-}Est{\'{e}}vez and
Vicente Moret{-}Bonillo},
title = {Automatic detection of {EEG} arousals},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-138.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Fernandez-Varela16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/FernandezAFMS16,
author = {Stephanie Alvarez Fernandez and
Romis Attux and
Denis G. Fantinato and
Jugurta Montalv{\~{a}}o and
Daniel G. Silva},
title = {An Immune-Inspired, Dependence-Based Approach to Blind Inversion of
Wiener Systems},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-81.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/FernandezAFMS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Fontenla-Romero16,
author = {Oscar Fontenla{-}Romero and
Bertha Guijarro{-}Berdi{\~{n}}as and
Beatriz P{\'{e}}rez{-}S{\'{a}}nchez and
Diego Rego{-}Fern{\'{a}}ndez and
David Mart{\'{\i}}nez{-}Rego},
title = {A fast learning algorithm for high dimensional problems: an application
to microarrays},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-67.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Fontenla-Romero16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Fontenla-Romero16a,
author = {Oscar Fontenla{-}Romero and
Beatriz P{\'{e}}rez{-}S{\'{a}}nchez and
Bertha Guijarro{-}Berdi{\~{n}}as and
Diego Rego{-}Fern{\'{a}}ndez},
title = {Distributed learning algorithm for feedforward neural networks},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-9.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Fontenla-Romero16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/FrenayD16,
author = {Beno{\^{\i}}t Fr{\'{e}}nay and
Bruno Dumas},
title = {Information visualisation and machine learning: characteristics, convergence
and perspective},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-18.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/FrenayD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GallicchioM16,
author = {Claudio Gallicchio and
Alessio Micheli},
title = {Deep Reservoir Computing: {A} Critical Analysis},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-175.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GallicchioM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GepperthH16,
author = {Alexander Gepperth and
Barbara Hammer},
title = {Incremental learning algorithms and applications},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-19.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GepperthH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GneccoGMS16,
author = {Giorgio Gnecco and
Marco Gori and
Stefano Melacci and
Marcello Sanguineti},
title = {Learning with hard constraints as a limit case of learning with soft
constraints},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-32.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GneccoGMS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GoncalvesNC16,
author = {Luis Gon{\c{c}}alves and
Jorge Novo and
Aur{\'{e}}lio Campilho},
title = {Feature definition, analysis and selection for lung nodule classification
in chest computerized tomography images},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-142.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GoncalvesNC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GregorioG16,
author = {Massimo De Gregorio and
Maurizio Giordano},
title = {The WiSARD Classifier},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-63.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GregorioG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/HamalainenK16,
author = {Joonas H{\"{a}}m{\"{a}}l{\"{a}}inen and
Tommi K{\"{a}}rkk{\"{a}}inen},
title = {Initialization of big data clustering using distributionally balanced
folding},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-93.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/HamalainenK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/HechtG16,
author = {Thomas Hecht and
Alexander Gepperth},
title = {Towards incremental deep learning: multi-level change detection in
a hierarchical visual recognition architecture},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-160.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/HechtG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/HermanGWSB16,
author = {Michael Herman and
Tobias Gindele and
J{\"{o}}rg Wagner and
Felix Schmitt and
Wolfram Burgard},
title = {Simultaneous estimation of rewards and dynamics from noisy expert
demonstrations},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-114.pdf},
timestamp = {Thu, 10 Oct 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/HermanGWSB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/HouthuysLS16,
author = {Lynn Houthuys and
Rocco Langone and
Johan A. K. Suykens},
title = {Clustering from two data sources using a kernel-based approach with
weight coupling},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-28.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/HouthuysLS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/HuetCL16,
author = {Romain Huet and
Nicolas Courty and
S{\'{e}}bastien Lef{\`{e}}vre},
title = {A new penalisation term for image retrieval in clique neural networks},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-122.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/HuetCL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KadenNV16,
author = {Marika Kaden and
David Nebel and
Thomas Villmann},
title = {Adaptive dissimilarity weighting for prototype-based classification
optimizing mixtures of dissimilarities},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-100.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/KadenNV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KadingRFD16,
author = {Christoph K{\"{a}}ding and
Erik Rodner and
Alexander Freytag and
Joachim Denzler},
title = {Watch, Ask, Learn, and Improve: a lifelong learning cycle for visual
recognition},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-91.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/KadingRFD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KarakidaOA16,
author = {Ryo Karakida and
Masato Okada and
Shun{-}ichi Amari},
title = {Maximum likelihood learning of RBMs with Gaussian visible units on
the Stiefel manifold},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-170.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/KarakidaOA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KarevanS16,
author = {Zahra Karevan and
Johan A. K. Suykens},
title = {Spatio-temporal feature selection for black-box weather forecasting},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-143.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/KarevanS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KarkkainenH16,
author = {Tommi K{\"{a}}rkk{\"{a}}inen and
Jan H{\"{a}}nninen},
title = {Comparison of Four- and Six-Layered Configurations for Deep Network
Pretraining},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-45.pdf},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/KarkkainenH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LaflaquiereOK16,
author = {Alban Laflaqui{\`{e}}re and
Micha{\"{e}}l Garcia Ortiz and
Ahmed Faraz Khan},
title = {Grounding the experience of a visual field through sensorimotor contingencies},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-148.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LaflaquiereOK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LangoneMJS16,
author = {Rocco Langone and
Raghvendra Mall and
Vilen Jumutc and
Johan A. K. Suykens},
title = {Fast in-memory spectral clustering using a fixed-size approach},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-72.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LangoneMJS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LeonD16,
author = {Aur{\'{e}}lia L{\'{e}}on and
Ludovic Denoyer},
title = {Policy-gradient methods for Decision Trees},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-102.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LeonD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LoeffelMD16,
author = {Pierre{-}Xavier Loeffel and
Christophe Marsala and
Marcin Detyniecki},
title = {Memory management for data streams subject to concept drift},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-97.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LoeffelMD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Loosli16,
author = {Ga{\"{e}}lle Loosli},
title = {Study on the loss of information caused by the "positivation" of graph
kernels for 3D shapes},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-14.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Loosli16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LosingHW16,
author = {Viktor Losing and
Barbara Hammer and
Heiko Wersing},
title = {Choosing the best algorithm for an incremental on-line learning task},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-71.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LosingHW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MaghsoodiSZ16,
author = {Nooshin Maghsoodi and
Hossein Sameti and
Hossein Zeinali},
title = {Localized discriminative Gaussian process latent variable model for
text-dependent speaker verification},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-79.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MaghsoodiSZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Martin-Guerrero16,
author = {Jos{\'{e}} David Mart{\'{\i}}n{-}Guerrero and
Paulo J. G. Lisboa and
Alfredo Vellido},
title = {Physics and Machine Learning: Emerging Paradigms},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-20.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Martin-Guerrero16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MartinsGSW16,
author = {Felipe Martins and
Marc de Groot and
Xeryus Stokkel and
Marco A. Wiering},
title = {Human detection and classification of landing sites for search and
rescue drones},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-75.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MartinsGSW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MassartHA16,
author = {Estelle M. Massart and
Julien M. Hendrickx and
Pierre{-}Antoine Absil},
title = {Extending a two-variable mean to a multi-variable mean},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-164.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MassartHA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MateoSMTGR16,
author = {Fernando Mateo and
Emilio Soria{-}Olivas and
Marcelino Mart{\'{\i}}nez{-}Sober and
Maria Tellez{-}Plaza and
Juan G{\'{o}}mez{-}Sanch{\'{\i}}s and
Josep Redon},
title = {Multi-step strategy for mortality assessment in cardiovascular risk
patients with imbalanced data},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-60.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MateoSMTGR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MesquitaGR16,
author = {Diego P. P. Mesquita and
Jo{\~{a}}o P. P. Gomes and
Leonardo Ramos Rodrigues},
title = {K-means for Datasets with Missing Attributes: Building Soft Constraints
with Observed and Imputed Values},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-188.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MesquitaGR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MesquitaNNGR16,
author = {Diego P. P. Mesquita and
Ant{\^{o}}nio C. Ara{\'{u}}jo Neto and
Jose Queiroz Neto and
Jo{\~{a}}o P. P. Gomes and
Leonardo Ramos Rodrigues},
title = {Using Robust Extreme Learning Machines to Predict Cotton Yarn Strength
and Hairiness},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-187.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MesquitaNNGR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MiciHW16,
author = {Luiza Mici and
Xavier Hinaut and
Stefan Wermter},
title = {Activity recognition with echo state networks using 3D body joints
and objects category},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-120.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MiciHW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MocioiuBOSKAVJ16,
author = {Victor Mocioiu and
Nuno Miguel Pedrosa de Barros and
Sandra Ortega{-}Martorell and
Johannes Slotboom and
Urspeter Knecht and
Carles Ar{\'{u}}s and
Alfredo Vellido and
Margarida Juli{\`{a}}{-}Sap{\'{e}}},
title = {A machine learning pipeline for supporting differentiation of glioblastomas
from single brain metastases},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-82.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MocioiuBOSKAVJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Moran-Fernandez16,
author = {Laura Mor{\'{a}}n{-}Fern{\'{a}}ndez and
Ver{\'{o}}nica Bol{\'{o}}n{-}Canedo and
Amparo Alonso{-}Betanzos},
title = {Data complexity measures for analyzing the effect of {SMOTE} over
microarrays},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-134.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Moran-Fernandez16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MundtBB16,
author = {Martin Mundt and
Sebastian Blaes and
Thomas Burwick},
title = {Feature binding in deep convolution networks with recurrences, oscillations,
and top-down modulated dynamics},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-105.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MundtBB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/NieminenK16,
author = {Paavo Nieminen and
Tommi K{\"{a}}rkk{\"{a}}inen},
title = {Multicriteria optimized {MLP} for imbalanced learning},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-113.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/NieminenK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/OnetoNDAA16,
author = {Luca Oneto and
Nicol{\`{o}} Navarin and
Michele Donini and
Fabio Aiolli and
Davide Anguita},
title = {Advances in Learning with Kernels: Theory and Practice in a World
of growing Constraints},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-21.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/OnetoNDAA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/OnetoNDSAA16,
author = {Luca Oneto and
Nicol{\`{o}} Navarin and
Michele Donini and
Alessandro Sperduti and
Fabio Aiolli and
Davide Anguita},
title = {Measuring the Expressivity of Graph Kernels through the Rademacher
Complexity},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-150.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/OnetoNDSAA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/OnetoRA16,
author = {Luca Oneto and
Sandro Ridella and
Davide Anguita},
title = {Tuning the Distribution Dependent Prior in the PAC-Bayes Framework
based on Empirical Data},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-46.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/OnetoRA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/OrdozgoitiCM16,
author = {Bruno Ordozgoiti and
Sandra G{\'{o}}mez Canaval and
Alberto Mozo},
title = {Parallelized unsupervised feature selection for large-scale network
traffic analysis},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-84.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/OrdozgoitiCM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/OrlandiOA16,
author = {Ilenia Orlandi and
Luca Oneto and
Davide Anguita},
title = {Random Forests Model Selection},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-48.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/OrlandiOA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PaassenGH16,
author = {Benjamin Paassen and
Christina G{\"{o}}pfert and
Barbara Hammer},
title = {Gaussian process prediction for time series of structured data},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-109.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PaassenGH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Palittapongarnpim16,
author = {Pantita Palittapongarnpim and
Peter Wittek and
Barry C. Sanders},
title = {Controlling adaptive quantum-phase estimation with scalable reinforcement
learning},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-12.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Palittapongarnpim16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PascualRFD16,
author = {{\'{A}}ngela Fern{\'{a}}ndez and
Neta Rabin and
Dalia Fishelov and
Jos{\'{e}} R. Dorronsoro},
title = {Auto-adaptive Laplacian Pyramids},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-131.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PascualRFD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PhamLLT16,
author = {Tung Pham and
Trung Le and
Thai Hoang Le and
Dat Tran},
title = {Fast Support Vector Clustering},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-77.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PhamLLT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PierezanFWRC16,
author = {Juliano Pierezan and
Roberto Zanetti Freire and
Lucas Weihmann and
Gilberto Reynoso{-}Meza and
Leandro dos Santos Coelho},
title = {On the improvement of static force capacity of humanoid robots based
on plants behavior},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-125.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PierezanFWRC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PironkovDD16,
author = {Gueorgui Pironkov and
St{\'{e}}phane Dupont and
Thierry Dutoit},
title = {Multi-task learning for speech recognition: an overview},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-154.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PironkovDD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PlaLNMBH16,
author = {Albert Pla and
Beatriz L{\'{o}}pez and
Cristofor Nogueira and
Natalia Mordvaniuk and
Taco J. Blokhuis and
Herman R. Holtslag},
title = {Bag-of-Steps: predicting lower-limb fracture rehabilitation length},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-39.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PlaLNMBH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PolstererGIDG16,
author = {Kai Lars Polsterer and
Fabian Gieseke and
Christian Igel and
Bernd Doser and
Nikolaos Gianniotis},
title = {Parallelized rotation and flipping INvariant Kohonen maps {(PINK)}
on GPUs},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-116.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PolstererGIDG16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Prat-MasramonB16,
author = {Gabriel Prat{-}Masramon and
Llu{\'{\i}}s A. Belanche},
title = {Instance and feature weighted k-nearest-neighbors algorithm},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-178.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Prat-MasramonB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/RangelFLO16,
author = {F{\'{a}}bio Medeiros Rangel and
Fabr{\'{\i}}cio Firmino de Faria and
Priscila M. V. Lima and
Jonice Oliveira},
title = {Semi-Supervised Classification of Social Textual Data Using WiSARD},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-161.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/RangelFLO16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/RayarBBV16,
author = {Fr{\'{e}}d{\'{e}}ric Rayar and
Sabine Barrat and
Fatma Bouali and
Gilles Venturini},
title = {Incremental hierarchical indexing and visualisation of large image
collections},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-29.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/RayarBBV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/RebetezSMNBWCPB16,
author = {Julien Rebetez and
H{\'{e}}ctor F. Satiz{\'{a}}bal and
Matteo Mota and
Dorothea Noll and
Lucie B{\"{u}}chi and
Marina Wendling and
Bertrand Cannelle and
Andr{\'{e}}s P{\'{e}}rez{-}Uribe and
St{\'{e}}phane Burgos},
title = {Augmenting a convolutional neural network with local histograms -
{A} case study in crop classification from high-resolution {UAV} imagery},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-74.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/RebetezSMNBWCPB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/RenardTA16,
author = {Emilie Renard and
Andrew E. Teschendorff and
Pierre{-}Antoine Absil},
title = {Spatiotemporal {ICA} improves the selection of differentially expressed
genes},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-145.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/RenardTA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SachaSZLWNK16,
author = {Dominik Sacha and
Michael Sedlmair and
Leishi Zhang and
John Aldo Lee and
Daniel Weiskopf and
Stephen C. North and
Daniel A. Keim},
title = {Human-centered machine learning through interactive visualization:
review and open challenges},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-166.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SachaSZLWNK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SanromaMVRRS16,
author = {Silvia Sanrom{\`{a}} and
Antonio Moreno and
A{\"{\i}}da Valls and
Pedro Romero{-}Aroca and
Sofia de la Riva{-}Fernandez and
Ramon Sagarra{-}Alamo},
title = {Assessment of diabetic retinopathy risk with random forests},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-11.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SanromaMVRRS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SappadlaNMF16,
author = {Prateek Veeranna Sappadla and
Jinseok Nam and
Eneldo Loza Menc{\'{\i}}a and
Johannes F{\"{u}}rnkranz},
title = {Using semantic similarity for multi-label zero-shot classification
of text documents},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-174.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SappadlaNMF16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SauwenABSVMHAH16,
author = {Nicolas Sauwen and
Marjan Acou and
Halandur Nagaraja Bharath and
Diana Maria Sima and
Jelle Veraart and
Frederik Maes and
Uwe Himmelreich and
Eric Achten and
Sabine Van Huffel},
title = {Initializing nonnegative matrix factorization using the successive
projection algorithm for multi-parametric medical image segmentation},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-152.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SauwenABSVMHAH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SchleifTL16,
author = {Frank{-}Michael Schleif and
Peter Ti{\~{n}}o and
Yingyu Liang},
title = {Learning in indefinite proximity spaces - recent trends},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-22.pdf},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SchleifTL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Seijo-PardoBA16,
author = {Borja Seijo{-}Pardo and
Ver{\'{o}}nica Bol{\'{o}}n{-}Canedo and
Amparo Alonso{-}Betanzos},
title = {Using a feature selection ensemble on {DNA} microarray datasets},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-133.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Seijo-PardoBA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Siers016,
author = {Michael J. Siers and
Md Zahidul Islam},
title = {RBClust: High quality class-specific clustering using rule-based classification},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-124.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Siers016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SiirtolaKR16,
author = {Pekka Siirtola and
Heli Koskim{\"{a}}ki and
Juha R{\"{o}}ning},
title = {From User-independent to Personal Human Activity Recognition Models
Using Smartphone Sensors},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-126.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SiirtolaKR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Takala16,
author = {Pyry Takala},
title = {Word Embeddings for Morphologically Rich Languages},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-121.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Takala16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/TaylorBD16,
author = {Jacob M. Taylor and
Hans J. Briegel and
Vedran Dunjko},
title = {Enhanced learning for agents in quantum-accessible environments},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-7.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/TaylorBD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/TsironiBW16,
author = {Eleni Tsironi and
Pablo V. A. Barros and
Stefan Wermter},
title = {Gesture Recognition with a Convolutional Long Short-Term Memory Recurrent
Neural Network},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-139.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/TsironiBW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/TurkaySLBD16,
author = {Cagatay Turkay and
Aidan Slingsby and
Kaisa Lahtinen and
Sarah Butt and
Jason Dykes},
title = {Enhancing a social science model-building workflow with interactive
visualisation},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-147.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/TurkaySLBD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/TwiefelHW16,
author = {Johannes Twiefel and
Xavier Hinaut and
Stefan Wermter},
title = {Semantic Role Labelling for Robot Instructions using Echo State Networks},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-168.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/TwiefelHW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/VieiraNR16,
author = {David Clifte da S. Vieira and
Ajalmar R. da Rocha Neto and
Antonio Wendell De Oliveira Rodrigues},
title = {Sparse Least Squares Support Vector Machines via Multiresponse Sparse
Regression},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-53.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/VieiraNR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/VilamalaVB16,
author = {Albert Vilamala and
Alfredo Vellido and
Llu{\'{\i}}s A. Belanche},
title = {Bayesian semi non-negative matrix factorisation},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-62.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/VilamalaVB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/VriesMC16,
author = {Harm de Vries and
Roland Memisevic and
Aaron C. Courville},
title = {Deep Learning Vector Quantization},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-112.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/VriesMC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/WagnerFHB16,
author = {J{\"{o}}rg Wagner and
Volker Fischer and
Michael Herman and
Sven Behnke},
title = {Multispectral Pedestrian Detection using Deep Fusion Convolutional
Neural Networks},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-118.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/WagnerFHB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/YeJS16,
author = {Xiucai Ye and
Kaiyang Ji and
Tetsuya Sakurai},
title = {Spectral clustering and discriminant analysis for unsupervised feature
selection},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-78.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/YeJS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ZhuMO16,
author = {Bo Zhu and
Alberto Mozo and
Bruno Ordozgoiti},
title = {{PSCEG:} an unbiased parallel subspace clustering algorithm using
exact grids},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-85.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ZhuMO16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ZiatCBD16,
author = {Ali Ziat and
Gabriella Contardo and
Nicolas Baskiotis and
Ludovic Denoyer},
title = {Learning Embeddings for Completion and Prediction of Relationnal Multivariate
Time-Series},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-103.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ZiatCBD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ZimmerBD16,
author = {Matthieu Zimmer and
Yann Boniface and
Alain Dutech},
title = {Neural fitted actor-critic},
booktitle = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2016-94.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ZimmerBD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/esann/2016,
title = {24th European Symposium on Artificial Neural Networks, {ESANN} 2016,
Bruges, Belgium, April 27-29, 2016},
year = {2016},
url = {https://www.esann.org/proceedings/2016},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/2016.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Adnan015,
author = {Md. Nasim Adnan and
Md Zahidul Islam},
title = {One-vs-all binarization technique in the context of random forest},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-5.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Adnan015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Adnan015a,
author = {Md. Nasim Adnan and
Md Zahidul Islam},
title = {Improving the random forest algorithm by randomly varying the size
of the bootstrap samples for low dimensional data sets},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-21.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Adnan015a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AlaizPD15,
author = {Carlos M. Ala{\'{\i}}z and
{\'{A}}ngela Fern{\'{a}}ndez and
Jos{\'{e}} R. Dorronsoro},
title = {Diffusion Maps parameters selection based on neighbourhood preservation},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-97.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/AlaizPD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AlaizTD15,
author = {Carlos M. Ala{\'{\i}}z and
Alberto Torres and
Jos{\'{e}} R. Dorronsoro},
title = {Solving constrained Lasso and Elastic Net using nu-SVMs},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-95.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/AlaizTD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AttalBSO15,
author = {Ferhat Attal and
Abderrahmane Boubezoul and
Allou Sam{\'{e}} and
Latifa Oukhellou},
title = {Powered-Two-Wheeler safety critical events recognition using a mixture
model with quadratic logistic functions},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-66.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/AttalBSO15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AudiffrenK15,
author = {Julien Audiffren and
Hachem Kadri},
title = {Online Learning with Operator-valued Kernels},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-111.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/AudiffrenK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BacciuBM15,
author = {Davide Bacciu and
Filippo Benedetti and
Alessio Micheli},
title = {ESNigma: efficient feature selection for echo state networks},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-104.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BacciuBM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BasuKGDMN15,
author = {Saikat Basu and
Manohar Karki and
Sangram Ganguly and
Robert DiBiano and
Supratik Mukhopadhyay and
Ramakrishna R. Nemani},
title = {Learning Sparse Feature Representations using Probabilistic Quadtrees
and Deep Belief Nets},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-40.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BasuKGDMN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Blobaum0H15,
author = {Patrick Bl{\"{o}}baum and
Alexander Schulz and
Barbara Hammer},
title = {Unsupervised Dimensionality Reduction for Transfer Learning},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-134.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Blobaum0H15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Bolon-CanedoDA15,
author = {Ver{\'{o}}nica Bol{\'{o}}n{-}Canedo and
Michele Donini and
Fabio Aiolli},
title = {Feature and kernel learning},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-13.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Bolon-CanedoDA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Bolon-CanedoFAO15,
author = {Ver{\'{o}}nica Bol{\'{o}}n{-}Canedo and
Alba Fern{\'{a}}ndez and
Amparo Alonso{-}Betanzos and
Marcos Ortega and
Manuel G. Penedo},
title = {On the use of machine learning techniques for the analysis of spontaneous
reactions in automated hearing assessment},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-84.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Bolon-CanedoFAO15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Bootkrajang15,
author = {Jakramate Bootkrajang},
title = {A generalised label noise model for classification},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-80.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Bootkrajang15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BorkKLMM15,
author = {Kaj{-}Mikael Bj{\"{o}}rk and
Patrick Kouontchou and
Amaury Lendasse and
Yoan Mich{\'{e}} and
Bertrand Maillet},
title = {Towards a Tomographic Index of Systemic Risk Measures},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-108.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BorkKLMM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BrandersFD15,
author = {Samuel Branders and
Beno{\^{\i}}t Fr{\'{e}}nay and
Pierre Dupont},
title = {Survival Analysis with Cox Regression and Random Non-linear Projections},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-81.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BrandersFD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BunteL15,
author = {Kerstin Bunte and
John Aldo Lee},
title = {Unsupervised dimensionality reduction: the challenge of big data visualization},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-16.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BunteL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CadreAP15,
author = {H{\'{e}}l{\`{e}}ne Le Cadre and
Ignacio Aravena and
Anthony Papavasiliou},
title = {Solar {PV} Power Forecasting Using Extreme Learning Machine and Information
Fusion},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-39.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/CadreAP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ChaiCL15,
author = {Yuan Yuan Chai and
Jun Chen and
Wei Luo},
title = {A new fuzzy neural system with applications},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-23.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ChaiCL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ClemenconR15,
author = {St{\'{e}}phan Cl{\'{e}}men{\c{c}}on and
Sylvain Robbiano},
title = {An Ensemble Learning Technique for Multipartite Ranking},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-112.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ClemenconR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CorneliLR15,
author = {Marco Corneli and
Pierre Latouche and
Fabrice Rossi},
title = {Exact {ICL} maximization in a non-stationary time extension of latent
block model for dynamic networks},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-106.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/CorneliLR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CoutantCL15,
author = {Anthony Coutant and
Hoel Le Capitaine and
Philippe Leray},
title = {On the equivalence between regularized {NMF} and similarity-augmented
graph partitioning},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-28.pdf},
timestamp = {Tue, 30 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/CoutantCL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/DelionJPSCC15,
author = {Cl{\'{e}}ment Delion and
Ludovic Journaux and
Aurore Payen and
Lucile Sautot and
Emmanuel Chevigny and
Pierre Curmi},
title = {{NLDR} methods for high dimensional {NIRS} dataset : application to
vineyard soils characterization},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-75.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/DelionJPSCC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/DiasW15,
author = {Kaushala Dias and
Terry Windeatt},
title = {Ensemble Learning with Dynamic Ordered Pruning for Regression},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-135.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/DiasW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/DomaschkeKLV15,
author = {Kristin Domaschke and
Marika Kaden and
Mandy Lange and
Thomas Villmann},
title = {Learning matrix quantization and variants of relevance learning},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-35.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/DomaschkeKLV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Drugan15,
author = {Madalina M. Drugan},
title = {Multi-objective optimization perspectives on reinforcement learning
algorithms using reward vectors},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-15.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Drugan15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/EchevesteG15,
author = {Rodrigo Echeveste and
Claudius Gros},
title = {An objective function for self-limiting neural plasticity rules},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-58.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/EchevesteG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/FellusPG15,
author = {J{\'{e}}r{\^{o}}me Fellus and
David Picard and
Philippe{-}Henri Gosselin},
title = {Asynchronous decentralized convex optimization through short-term
gradient averaging},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-131.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/FellusPG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/FilchenkovDS15,
author = {Andrey Filchenkov and
Vladislav Dolganov and
Ivan Smetannikov},
title = {PCA-based algorithm for feature score measures ensemble construction},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-114.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/FilchenkovDS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/FischerHW15,
author = {Lydia Fischer and
Barbara Hammer and
Heiko Wersing},
title = {Certainty-based prototype insertion/deletion for classification with
metric adaptation},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-88.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/FischerHW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/FreireSCMC15,
author = {Roberto Zanetti Freire and
Gerson H. dos Santos and
Leandro dos Santos Coelho and
Viviana Cocco Mariani and
Divani da S. Carvalho},
title = {The use of {RBF} neural network to predict building's corners hygrothermal
behavior},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-67.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/FreireSCMC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GepperthLH15,
author = {Alexander Gepperth and
Mathieu Lefort and
Thomas Hecht},
title = {Resource-efficient Incremental learning in very high dimensions},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-46.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GepperthLH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GianniotisKTPM15,
author = {Nikolaos Gianniotis and
Sven Dennis K{\"{u}}gler and
Peter Ti{\~{n}}o and
Kai Polsterer and
Ranjeev Misra},
title = {Autoencoding time series for visualisation},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-37.pdf},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GianniotisKTPM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GolayLK15,
author = {Jean Golay and
Michael Leuenberger and
Mikhail F. Kanevski},
title = {Morisita-based feature selection for regression problems},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-41.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GolayLK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/GregorioG15,
author = {Massimo De Gregorio and
Maurizio Giordano},
title = {Memory Transfer in DRASiW-like Systems},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-100.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/GregorioG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/HechtLG15,
author = {Thomas Hecht and
Mathieu Lefort and
Alexander Gepperth},
title = {Using self-organizing maps for regression: the importance of the output
function},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-77.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/HechtLG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/JirakBW15,
author = {Doreen Jirak and
Pablo V. A. Barros and
Stefan Wermter},
title = {Dynamic gesture recognition using Echo State Networks},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-128.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/JirakBW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/JungjitF15,
author = {Suwimol Jungjit and
Alex Alves Freitas},
title = {A new genetic algorithm for multi-label correlation-based feature
selection},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-48.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/JungjitF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KachelePS15,
author = {Markus K{\"{a}}chele and
G{\"{u}}nther Palm and
Friedhelm Schwenker},
title = {{SMO} Lattices for the Parallel Training of Support Vector Machines},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-110.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/KachelePS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KalakoskiRD15,
author = {Virpi Kalakoski and
Henriikka Ratilainen and
Linda Drupsteen},
title = {Enhancing learning at work. How to combine theoretical and data-driven
approaches, and multiple levels of data?},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-113.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/KalakoskiRD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Karkkainen15,
author = {Tommi K{\"{a}}rkk{\"{a}}inen},
title = {Assessment of feature saliency of {MLP} using analytic sensitivity},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-10.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Karkkainen15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KondaCMT15,
author = {Kishore Konda and
Pramod Chandrashekhariah and
Roland Memisevic and
Jochen Triesch},
title = {Real-time activity recognition via deep learning of motion features},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-76.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/KondaCMT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KooijmanWIRW15,
author = {Chiel Kooijman and
Maarten de Waard and
Maarten Inja and
Diederik M. Roijers and
Shimon Whiteson},
title = {Pareto Local Search for {MOMDP} Planning},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-65.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/KooijmanWIRW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KopinskiGH15,
author = {Thomas Kopinski and
Alexander Gepperth and
Uwe Handmann},
title = {A simple technique for improving multi-class classification with neural
networks},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-136.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/KopinskiGH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Kramer15,
author = {Oliver Kramer},
title = {Supervised Manifold Learning with Incremental Stochastic Embeddings},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-109.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Kramer15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/KrivicSXP15,
author = {Senka Krivic and
S{\'{a}}ndor Szedm{\'{a}}k and
Hanchen Xiong and
Justus H. Piater},
title = {Learning missing edges via kernels in partially-known graphs},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-69.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/KrivicSXP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LatoucheR15,
author = {Pierre Latouche and
Fabrice Rossi},
title = {Graphs in machine learning. An introduction},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-14.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LatoucheR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LemmeS15,
author = {Andre Lemme and
Jochen J. Steil},
title = {A flat neural network architecture to represent movement primitives
with integrated sequencing},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-127.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LemmeS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/LieckT15,
author = {Robert Lieck and
Marc Toussaint},
title = {Discovering temporally extended features for reinforcement learning
in domains with delayed causalities},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-52.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/LieckT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MacielVSG15,
author = {Walther Maciel and
Cristina Nader Vasconcelos and
Pedro Mario Silva and
Marcelo Gattass},
title = {Revisiting ant colony algorithms to seismic faults detection},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-89.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MacielVSG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MalhotraVSA15,
author = {Pankaj Malhotra and
Lovekesh Vig and
Gautam Shroff and
Puneet Agarwal},
title = {Long Short Term Memory Networks for Anomaly Detection in Time Series},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-56.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MalhotraVSA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MallLS15,
author = {Raghvendra Mall and
Rocco Langone and
Johan A. K. Suykens},
title = {Ranking Overlap and Outlier Points in Data using Soft Kernel Spectral
Clustering},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-64.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MallLS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MartinoNS15,
author = {Giovanni Da San Martino and
Nicol{\`{o}} Navarin and
Alessandro Sperduti},
title = {Exploiting the {ODD} framework to define a novel effective graph kernel},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-130.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MartinoNS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MirandaSP15,
author = {P{\'{e}}ricles B. C. de Miranda and
Paulo Ricardo da Silva Soares and
Ricardo B. C. Prud{\^{e}}ncio},
title = {I/S-Race: An iterative Multi-Objective Racing Algorithm for the {SVM}
Parameter Selection Problem},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-34.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MirandaSP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MwebazeBBZ15,
author = {Ernest Mwebaze and
Gjalt Bearda and
Michael Biehl and
Dietlind Z{\"{u}}hlke},
title = {Combining dissimilarity measures for prototype-based classification},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-73.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MwebazeBBZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MyttenaereGGR15,
author = {Arnaud De Myttenaere and
Boris Golden and
B{\'{e}}n{\'{e}}dicte Le Grand and
Fabrice Rossi},
title = {Using the Mean Absolute Percentage Error for Regression Models},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-107.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MyttenaereGGR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/MyttenaereGGR15a,
author = {Arnaud De Myttenaere and
Boris Golden and
B{\'{e}}n{\'{e}}dicte Le Grand and
Fabrice Rossi},
title = {Reducing offline evaluation bias of collaborative filtering},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-90.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/MyttenaereGGR15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/NaderHB15,
author = {Patric Nader and
Paul Honeine and
Pierre Beauseroy},
title = {Online One-class Classification for Intrusion Detection Based on the
Mahalanobis Distance},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-45.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/NaderHB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/NakayamaMY15,
author = {Minoru Nakayama and
Kouichi Mutsuura and
Hiroh Yamamoto},
title = {The prediction of learning performance using features of note taking
activities},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-22.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/NakayamaMY15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/NascimentoCMLF15,
author = {Daniel Nascimento and
Rafael Lima de Carvalho and
F{\'{e}}lix Mora{-}Camino and
Priscila M. V. Lima and
Felipe M. G. Fran{\c{c}}a},
title = {A WiSARD-based multi-term memory framework for online tracking of
objects},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-26.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/NascimentoCMLF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/NebelV15,
author = {David Nebel and
Thomas Villmann},
title = {Median-LVQ for classification of dissimilarity data based on ROC-optimization},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-68.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/NebelV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/OnetoPGA15,
author = {Luca Oneto and
Bernardo Pilarz and
Alessandro Ghio and
Davide Anguita},
title = {Model Selection for Big Data: Algorithmic Stability and Bag of Little
Bootstraps on GPUs},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-50.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/OnetoPGA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/OtteBBLZ15,
author = {Sebastian Otte and
Fabian Becker and
Martin V. Butz and
Marcus Liwicki and
Andreas Zell},
title = {Learning Recurrent Dynamics using Differential Evolution},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-118.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/OtteBBLZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/OtteLHLZ15,
author = {Sebastian Otte and
Stefan Laible and
Richard Hanten and
Marcus Liwicki and
Andreas Zell},
title = {Robust Visual Terrain Classification with Recurrent Neural Networks},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-122.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/OtteLHLZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PaassenMH15,
author = {Benjamin Paassen and
Bassam Mokbel and
Barbara Hammer},
title = {Adaptive structure metrics for automated feedback provision in Java
programming},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-43.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PaassenMH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PayenJDSF15,
author = {Aurore Payen and
Ludovic Journaux and
Cl{\'{e}}ment Delion and
Lucile Sautot and
Bruno Faivre},
title = {Efficient unsupervised clustering for spatial birds population analysis
along the river Loire},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-74.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PayenJDSF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Peluffo-Ordonez15,
author = {Diego Hern{\'{a}}n Peluffo{-}Ord{\'{o}}{\~{n}}ez and
Juan Carlos Alvarado{-}P{\'{e}}rez and
John Aldo Lee and
Michel Verleysen},
title = {Geometrical homotopy for data visualization},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-137.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Peluffo-Ordonez15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PintoLB15,
author = {David Pinto and
Andr{\'{e}} P. Lemos and
Ant{\^{o}}nio P. Braga},
title = {An affinity matrix approach for structure selection of extreme learning
machines},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-32.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PintoLB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PipanmaekapornT15,
author = {Luepol Pipanmaekaporn and
Ludmilla Tajtelbom and
Vincent Guigue and
Thierry Arti{\`{e}}res},
title = {Designing semantic feature spaces for brain-reading},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-115.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PipanmaekapornT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/PohlN15,
author = {Johannes Pohl and
Andreas Noack},
title = {I see you: on neural networks for indoor geolocation},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-2.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/PohlN15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/RabenoroLCR15,
author = {Tsirizo Rabenoro and
J{\'{e}}r{\^{o}}me Lacaille and
Marie Cottrell and
Fabrice Rossi},
title = {Search Strategies for Binary Feature Selection for a Naive Bayes Classifier},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-102.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/RabenoroLCR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/RemeseiroBAP15,
author = {Beatriz Remeseiro and
Ver{\'{o}}nica Bol{\'{o}}n{-}Canedo and
Amparo Alonso{-}Betanzos and
Manuel G. Penedo},
title = {Learning features on tear film lipid layer classification},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-83.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/RemeseiroBAP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/RochaCB15,
author = {Honovan P. Rocha and
Marcelo Azevedo Costa and
Ant{\^{o}}nio P. Braga},
title = {Training Multi-Layer Perceptron with Multi-Objective Optimization
and Spherical Weights Representation},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-125.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/RochaCB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Rojas-CastroRM15,
author = {Dalia Marcela Rojas{-}Castro and
Arnaud Revel and
Michel M{\'{e}}nard},
title = {A Robust Neural Robot Navigation Using a Combination of Deliberative
and Reactive Control Architectures},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-116.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Rojas-CastroRM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/RonohOMDM15,
author = {Nixon K. Ronoh and
Reuben Odoyo and
Edna Milgo and
Madalina M. Drugan and
Bernard Manderick},
title = {Bernoulli bandits: an empirical comparison},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-33.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/RonohOMDM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/RousselleC15,
author = {Denis Rousselle and
St{\'{e}}phane Canu},
title = {Optimal transport for semi-supervised domain adaptation},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-61.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/RousselleC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/RuizLNG15,
author = {H{\'{e}}ctor Ruiz and
Paulo Lisboa and
Paul Neilson and
Warren Gregson},
title = {Measuring scoring efficiency through goal expectancy estimation},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-126.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/RuizLNG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SaarelaK15,
author = {Mirka Saarela and
Tommi K{\"{a}}rkk{\"{a}}inen},
title = {Weighted Clustering of Sparse Educational Data},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-24.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SaarelaK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SaraHIA15,
author = {Nicolae{-}Bogdan Sara and
Rasmus Halland and
Christian Igel and
Stephen Alstrup},
title = {High-School Dropout Prediction Using Machine Learning: {A} Danish
Large-scale Study},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-86.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SaraHIA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SchleifGT15,
author = {Frank{-}Michael Schleif and
Andrej Gisbrecht and
Peter Ti{\~{n}}o},
title = {Probabilistic Classification Vector Machine at large scale},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-7.pdf},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SchleifGT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SchreiterNMHT15,
author = {Jens Schreiter and
Duy Nguyen{-}Tuong and
Heiner Markert and
Michael Hanselmann and
Marc Toussaint},
title = {Fast greedy insertion and deletion in sparse Gaussian process regression},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-12.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SchreiterNMHT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SchulzHB15,
author = {Hannes Schulz and
Nico H{\"{o}}ft and
Sven Behnke},
title = {Depth and height aware semantic {RGB-D} perception with convolutional
neural networks},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-101.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SchulzHB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/SoaresBPW15,
author = {Marcelo Borghetti Soares and
Pablo V. A. Barros and
German Ignacio Parisi and
Stefan Wermter},
title = {Learning objects from {RGB-D} sensors using point cloud-based neural
networks},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-124.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/SoaresBPW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/TaffeseSP15,
author = {Woubishet Taffese and
Esko Sistonen and
Jari A. Puttonen},
title = {Prediction of concrete carbonation depth using decision trees},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-79.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/TaffeseSP15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/TanhaDD15,
author = {Jafar Tanha and
Jesse de Does and
Katrien Depuydt},
title = {Combining higher-order N-grams and intelligent sample selection to
improve language modeling for Handwritten Text Recognition},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-120.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/TanhaDD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/TopaH15,
author = {Hande Topa and
Antti Honkela},
title = {Gaussian process modelling of multiple short time series},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-54.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/TopaH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/TorresCB15,
author = {Luiz C. B. Torres and
Cristiano Leite Castro and
Ant{\^{o}}nio P. Braga},
title = {Gabriel Graph for Dataset Structure and Large Margin Classification:
{A} Bayesian Approach},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-132.pdf},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/TorresCB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/TreiberSHBK15,
author = {Nils Andr{\'{e}} Treiber and
Stephan Sp{\"{a}}th and
Justin Heinermann and
Lueder von Bremen and
Oliver Kramer},
title = {Comparison of Numerical Models and Statistical Learning for Wind Speed
Prediction},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-31.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/TreiberSHBK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/VahdatGOAFR15,
author = {Mehrnoosh Vahdat and
Alessandro Ghio and
Luca Oneto and
Davide Anguita and
Mathias Funk and
Matthias Rauterberg},
title = {Advances in learning analytics and educational data mining},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-18.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/VahdatGOAFR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/VahdatOGAFR15,
author = {Mehrnoosh Vahdat and
Luca Oneto and
Alessandro Ghio and
Davide Anguita and
Mathias Funk and
Matthias Rauterberg},
title = {Human Algorithmic Stability and Human Rademacher Complexity},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-49.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/VahdatOGAFR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/VeresS15,
author = {Galina V. Veres and
Zoheir A. Sabeur},
title = {Data Analytics for Drilling Operational States Classifications},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-85.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/VeresS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/WartiainenK15,
author = {Pekka Wartiainen and
Tommi K{\"{a}}rkk{\"{a}}inen},
title = {Hierarchical, prototype-based clustering of multiple time series with
missing values},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-91.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/WartiainenK15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/YahyaaM15,
author = {Saba Q. Yahyaa and
Bernard Manderick},
title = {Thompson Sampling for Multi-Objective Multi-Armed Bandits Problem},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-27.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/YahyaaM15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Yli-HeikkilaTS15,
author = {Maria Yli{-}Heikkil{\"{a}} and
Jukka Tauriainen and
Mika Sulkava},
title = {Predicting the profitability of agricultural enterprises in dairy
farming},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-29.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Yli-HeikkilaTS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ZhongDR15,
author = {Hongliang Zhong and
Emmanuel Dauc{\'{e}} and
Liva Ralaivola},
title = {Online multiclass learning with "bandit" feedback under a Passive-Aggressive
approach},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-82.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ZhongDR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ZhouHGDA15,
author = {Guifang Zhou and
Wen Huang and
Kyle A. Gallivan and
Paul Van Dooren and
Pierre{-}Antoine Absil},
title = {Rank-constrained optimization: a Riemannian manifold approach},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-99.pdf},
timestamp = {Mon, 13 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/ZhouHGDA15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ZhuH15,
author = {Fei Zhu and
Paul Honeine},
title = {Pareto front of bi-objective kernel-based nonnegative matrix factorization},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-59.pdf},
timestamp = {Tue, 14 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/esann/ZhuH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ZreikLB15,
author = {Rawya Zreik and
Pierre Latouche and
Charles Bouveyron},
title = {A State-Space Model for the Dynamic Random Subgraph Model},
booktitle = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2015-87.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ZreikLB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/esann/2015,
title = {23rd European Symposium on Artificial Neural Networks, {ESANN} 2015,
Bruges, Belgium, April 22-24, 2015},
year = {2015},
url = {https://www.esann.org/proceedings/2015},
timestamp = {Mon, 01 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/2015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AiolliD14,
author = {Fabio Aiolli and
Michele Donini},
title = {Easy multiple kernel learning},
booktitle = {22th European Symposium on Artificial Neural Networks, {ESANN} 2014,
Bruges, Belgium, April 23-25, 2014},
year = {2014},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2014-129.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/AiolliD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AkusokVMSL14,
author = {Anton Akusok and
David Veganzones and
Yoan Mich{\'{e}} and
Eric S{\'{e}}verin and
Amaury Lendasse},
title = {Finding Originally Mislabels with {MD-ELM}},
booktitle = {22th European Symposium on Artificial Neural Networks, {ESANN} 2014,
Bruges, Belgium, April 23-25, 2014},
year = {2014},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2014-18.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/AkusokVMSL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AleksanderM14,
author = {Igor Aleksander and
Helen Morton},
title = {Learning state prediction using a weightless neural explorer},
booktitle = {22th European Symposium on Artificial Neural Networks, {ESANN} 2014,
Bruges, Belgium, April 23-25, 2014},
year = {2014},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2014-51.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/AleksanderM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AnguitaGOR14,
author = {Davide Anguita and
Alessandro Ghio and
Luca Oneto and
Sandro Ridella},
title = {Learning with few bits on small-scale devices: From regularization
to energy efficiency},
booktitle = {22th European Symposium on Artificial Neural Networks, {ESANN} 2014,
Bruges, Belgium, April 23-25, 2014},
year = {2014},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2014-27.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/AnguitaGOR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AyalaCCF14,
author = {Helon V. H. Ayala and
Luciano Ferreira da Cruz and
Leandro dos Santos Coelho and
Roberto Zanetti Freire},
title = {Swim velocity profile identification through a Dynamic Self-adaptive
Multiobjective Harmonic Search and {RBF} neural networks},
booktitle = {22th European Symposium on Artificial Neural Networks, {ESANN} 2014,
Bruges, Belgium, April 23-25, 2014},
year = {2014},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2014-133.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/AyalaCCF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AzamiLC14,
author = {Meriem El Azami and
Carole Lartizien and
St{\'{e}}phane Canu},
title = {Robust outlier detection with {L0-SVDD}},
booktitle = {22th European Symposium on Artificial Neural Networks, {ESANN} 2014,
Bruges, Belgium, April 23-25, 2014},
year = {2014},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2014-62.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/AzamiLC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/AzrourPGD14,
author = {Samir Azrour and
S{\'{e}}bastien Pi{\'{e}}rard and
Pierre Geurts and
Marc Van Droogenbroeck},
title = {Data normalization and supervised learning to assess the condition
of patients with multiple sclerosis based on gait analysis},
booktitle = {22th European Symposium on Artificial Neural Networks, {ESANN} 2014,
Bruges, Belgium, April 23-25, 2014},
year = {2014},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2014-178.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/AzrourPGD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BaheuxFF14,
author = {Denis Baheux and
Herv{\'{e}} Frezza{-}Buet and
J{\'{e}}r{\'{e}}my Fix},
title = {Towards an effective multi-map self organizing recurrent neuronal
network},
booktitle = {22th European Symposium on Artificial Neural Networks, {ESANN} 2014,
Bruges, Belgium, April 23-25, 2014},
year = {2014},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2014-126.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BaheuxFF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BertaHO14,
author = {{\'{A}}rp{\'{a}}d Berta and
Istv{\'{a}}n Heged{\"{u}}s and
R{\'{o}}bert Orm{\'{a}}ndi},
title = {Lightning fast asynchronous distributed k-means clustering},
booktitle = {22th European Symposium on Artificial Neural Networks, {ESANN} 2014,
Bruges, Belgium, April 23-25, 2014},
year = {2014},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2014-140.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BertaHO14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BianchiniS14,
author = {Monica Bianchini and
Franco Scarselli},
title = {On the complexity of shallow and deep neural network classifiers},
booktitle = {22th European Symposium on Artificial Neural Networks, {ESANN} 2014,
Bruges, Belgium, April 23-25, 2014},
year = {2014},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2014-44.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BianchiniS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BlancoVPGV14,
author = {Ignacio D{\'{\i}}az Blanco and
Abel Alberto Cuadrado Vega and
Daniel P{\'{e}}rez and
Francisco J. Garc{\'{\i}}a{-}Fern{\'{a}}ndez and
Michel Verleysen},
title = {Interactive dimensionality reduction for visual analytics},
booktitle = {22th European Symposium on Artificial Neural Networks, {ESANN} 2014,
Bruges, Belgium, April 23-25, 2014},
year = {2014},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2014-75.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BlancoVPGV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BodoC14,
author = {Zal{\'{a}}n Bod{\'{o}} and
Lehel Csat{\'{o}}},
title = {Augmented hashing for semi-supervised scenarios},
booktitle = {22th European Symposium on Artificial Neural Networks, {ESANN} 2014,
Bruges, Belgium, April 23-25, 2014},
year = {2014},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2014-96.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BodoC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Bolon-CanedoSC14,
author = {Ver{\'{o}}nica Bol{\'{o}}n{-}Canedo and
Noelia S{\'{a}}nchez{-}Maro{\~{n}}o and
Joana Cervi{\~{n}}o{-}Rabu{\~{n}}al},
title = {Toward parallel feature selection from vertically partitioned data},
booktitle = {22th European Symposium on Artificial Neural Networks, {ESANN} 2014,
Bruges, Belgium, April 23-25, 2014},
year = {2014},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2014-45.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Bolon-CanedoSC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BouchachiaB14,
author = {Hamid Bouchachia and
Emili Balaguer{-}Ballester},
title = {{DELA:} {A} Dynamic Online Ensemble Learning Algorithm},
booktitle = {22th European Symposium on Artificial Neural Networks, {ESANN} 2014,
Bruges, Belgium, April 23-25, 2014},
year = {2014},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2014-189.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BouchachiaB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/BowlesH14,
author = {Christopher Bowles and
James Hogan},
title = {Weighted tree kernels for sequence analysis},
booktitle = {22th European Symposium on Artificial Neural Networks, {ESANN} 2014,
Bruges, Belgium, April 23-25, 2014},
year = {2014},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2014-190.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/BowlesH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CardosoCASCPLF14,
author = {Douglas de O. Cardoso and
Danilo S. Carvalho and
Daniel S. F. Alves and
Diego Fonseca Pereira de Souza and
Hugo C. C. Carneiro and
Carlos Eduardo Pedreira and
Priscila M. V. Lima and
Felipe M. G. Fran{\c{c}}a},
title = {Credit analysis with a clustering RAM-based neural classifier},
booktitle = {22th European Symposium on Artificial Neural Networks, {ESANN} 2014,
Bruges, Belgium, April 23-25, 2014},
year = {2014},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2014-107.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/CardosoCASCPLF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CaronSFG14,
author = {Louis{-}Charles Caron and
Yang Song and
David Filliat and
Alexander Gepperth},
title = {Neural network based 2D/3D fusion for robotic object recognition},
booktitle = {22th European Symposium on Artificial Neural Networks, {ESANN} 2014,
Bruges, Belgium, April 23-25, 2014},
year = {2014},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2014-149.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/CaronSFG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CarvalhoCLMF14,
author = {Rafael Lima de Carvalho and
Danilo S. Carvalho and
Priscila M. V. Lima and
F{\'{e}}lix Mora{-}Camino and
Felipe M. G. Fran{\c{c}}a},
title = {Online tracking of multiple objects using WiSARD},
booktitle = {22th European Symposium on Artificial Neural Networks, {ESANN} 2014,
Bruges, Belgium, April 23-25, 2014},
year = {2014},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2014-89.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/CarvalhoCLMF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ChamroukhiBG14,
author = {Faicel Chamroukhi and
Marius Bartcus and
Herv{\'{e}} Glotin},
title = {Bayesian non-parametric parsimonious clustering},
booktitle = {22th European Symposium on Artificial Neural Networks, {ESANN} 2014,
Bruges, Belgium, April 23-25, 2014},
year = {2014},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2014-46.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ChamroukhiBG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ChristopheDT14,
author = {Jean{-}Joseph Christophe and
J{\'{e}}r{\'{e}}mie Decock and
Olivier Teytaud},
title = {Direct Model-Predictive Control},
booktitle = {22th European Symposium on Artificial Neural Networks, {ESANN} 2014,
Bruges, Belgium, April 23-25, 2014},
year = {2014},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2014-132.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ChristopheDT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/ChrysanthosBSGF14,
author = {Nicolas Chrysanthos and
Pierre Beauseroy and
Hichem Snoussi and
Edith Grall{-}Ma{\"{e}}s and
Fabrice Ferrand},
title = {The one-sided mean kernel: a positive definite kernel for time series},
booktitle = {22th European Symposium on Artificial Neural Networks, {ESANN} 2014,
Bruges, Belgium, April 23-25, 2014},
year = {2014},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2014-147.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/ChrysanthosBSGF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/CoutinhoCCF14,
author = {Paulo Coutinho and
Hugo C. C. Carneiro and
Danilo S. Carvalho and
Felipe M. G. Fran{\c{c}}a},
title = {Extracting rules from DRASiW's "mental images"},
booktitle = {22th European Symposium on Artificial Neural Networks, {ESANN} 2014,
Bruges, Belgium, April 23-25, 2014},
year = {2014},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2014-167.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/CoutinhoCCF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Dauce14,
author = {Emmanuel Dauc{\'{e}}},
title = {Toward STDP-based population action in large networks of spiking neurons},
booktitle = {22th European Symposium on Artificial Neural Networks, {ESANN} 2014,
Bruges, Belgium, April 23-25, 2014},
year = {2014},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2014-186.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Dauce14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/DauceT14,
author = {Emmanuel Dauc{\'{e}} and
Eoin M. Thomas},
title = {Evidence build-up facilitates on-line adaptivity in dynamic environments:
example of the {BCI} P300-speller},
booktitle = {22th European Symposium on Artificial Neural Networks, {ESANN} 2014,
Bruges, Belgium, April 23-25, 2014},
year = {2014},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2014-188.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/DauceT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/DiasW14,
author = {Kaushala Dias and
Terry Windeatt},
title = {Dynamic ensemble selection and instantaneous pruning for regression},
booktitle = {22th European Symposium on Artificial Neural Networks, {ESANN} 2014,
Bruges, Belgium, April 23-25, 2014},
year = {2014},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2014-173.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/DiasW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/DomaschkeRV14,
author = {Kristin Domaschke and
Andr{\'{e}} Ro{\ss}berg and
Thomas Villmann},
title = {Utilization of Chemical Structure Information for Analysis of Spectra
Composites},
booktitle = {22th European Symposium on Artificial Neural Networks, {ESANN} 2014,
Bruges, Belgium, April 23-25, 2014},
year = {2014},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2014-155.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/DomaschkeRV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Escandell-MonteroMSVM14,
author = {Pablo Escandell{-}Montero and
Jos{\'{e}} Mar{\'{\i}}a Mart{\'{\i}}nez{-}Mart{\'{\i}}nez and
Emilio Soria{-}Olivas and
Joan Vila{-}Franc{\'{e}}s and
Jos{\'{e}} David Mart{\'{\i}}n{-}Guerrero},
title = {Ensembles of extreme learning machine networks for value prediction},
booktitle = {22th European Symposium on Artificial Neural Networks, {ESANN} 2014,
Bruges, Belgium, April 23-25, 2014},
year = {2014},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2014-127.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Escandell-MonteroMSVM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/FaiglVK14,
author = {Jan Faigl and
Peter Van{\`{\i}}k and
Miroslav Kulich},
title = {Self-organizing map for determination of goal candidates in mobile
robot exploration},
booktitle = {22th European Symposium on Artificial Neural Networks, {ESANN} 2014,
Bruges, Belgium, April 23-25, 2014},
year = {2014},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2014-116.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/FaiglVK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/FariaMLB14,
author = {Alexandre Wagner Chagas Faria and
David Menotti and
Andr{\'{e}} Paim Lemos and
Ant{\^{o}}nio de P{\'{a}}dua Braga},
title = {A new approach for multiple instance learning based on a homogeneity
bag operator},
booktitle = {22th European Symposium on Artificial Neural Networks, {ESANN} 2014,
Bruges, Belgium, April 23-25, 2014},
year = {2014},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2014-174.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/FariaMLB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/FausserS14,
author = {Stefan Fau{\ss}er and
Friedhelm Schwenker},
title = {Selective Neural Network Ensembles in Reinforcement Learning},
booktitle = {22th European Symposium on Artificial Neural Networks, {ESANN} 2014,
Bruges, Belgium, April 23-25, 2014},
year = {2014},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2014-128.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/FausserS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/FellusPG14,
author = {J{\'{e}}r{\^{o}}me Fellus and
David Picard and
Philippe Henri Gosselin},
title = {Dimensionality reduction in decentralized networks by Gossip aggregation
of principal components analyzers},
booktitle = {22th European Symposium on Artificial Neural Networks, {ESANN} 2014,
Bruges, Belgium, April 23-25, 2014},
year = {2014},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2014-76.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/FellusPG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/FilhoC14,
author = {Valmir Mac{\'{a}}rio Filho and
Francisco de Assis Ten{\'{o}}rio de Carvalho},
title = {An adjustable p-exponential clustering algorithm},
booktitle = {22th European Symposium on Artificial Neural Networks, {ESANN} 2014,
Bruges, Belgium, April 23-25, 2014},
year = {2014},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2014-164.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/FilhoC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/FischerHW14,
author = {Lydia Fischer and
Barbara Hammer and
Heiko Wersing},
title = {Rejection strategies for learning vector quantization},
booktitle = {22th European Symposium on Artificial Neural Networks, {ESANN} 2014,
Bruges, Belgium, April 23-25, 2014},
year = {2014},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2014-131.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/FischerHW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Fonseca14,
author = {Jos{\'{e}} Barahona da Fonseca},
title = {A New Error-Correcting Syndrome Decoder with Retransmit Signal Implemented
with an Hardlimit Neural Network},
booktitle = {22th European Symposium on Artificial Neural Networks, {ESANN} 2014,
Bruges, Belgium, April 23-25, 2014},
year = {2014},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2014-14.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Fonseca14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/FoussP14,
author = {Fran{\c{c}}ois Fouss and
Cl{\'{e}}mentine Van Parijs},
title = {Improving accuracy by reducing the importance of hubs in nearest-neighbor
recommendations},
booktitle = {22th European Symposium on Artificial Neural Networks, {ESANN} 2014,
Bruges, Belgium, April 23-25, 2014},
year = {2014},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2014-57.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/FoussP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/FreireB14,
author = {Ananda Freire and
Guilherme A. Barreto},
title = {A new model selection approach for the {ELM} network using metaheuristic
optimization},
booktitle = {22th European Symposium on Artificial Neural Networks, {ESANN} 2014,
Bruges, Belgium, April 23-25, 2014},
year = {2014},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es2014-180.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/FreireB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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