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@article{DBLP:journals/adac/PaldinoLBSOBB24,
author = {Gian Marco Paldino and
Bertrand Lebichot and
Yann{-}A{\"{e}}l Le Borgne and
Wissam Siblini and
Fr{\'{e}}d{\'{e}}ric Obl{\'{e}} and
Giacomo Boracchi and
Gianluca Bontempi},
title = {The role of diversity and ensemble learning in credit card fraud detection},
journal = {Adv. Data Anal. Classif.},
volume = {18},
number = {1},
pages = {193--217},
year = {2024},
url = {https://doi.org/10.1007/s11634-022-00515-5},
doi = {10.1007/S11634-022-00515-5},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/adac/PaldinoLBSOBB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/LebichotSPBOB24,
author = {Bertrand Lebichot and
Wissam Siblini and
Gian Marco Paldino and
Yann{-}A{\"{e}}l Le Borgne and
Fr{\'{e}}d{\'{e}}ric Obl{\'{e}} and
Gianluca Bontempi},
title = {Assessment of catastrophic forgetting in continual credit card fraud
detection},
journal = {Expert Syst. Appl.},
volume = {249},
pages = {123445},
year = {2024},
url = {https://doi.org/10.1016/j.eswa.2024.123445},
doi = {10.1016/J.ESWA.2024.123445},
timestamp = {Fri, 31 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/LebichotSPBOB24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-06956,
author = {Alexandre Lepage and
Anne Gagnebien and
Audrey Bonjour and
Aur{\'{e}}lie Lagarrigue and
Axel Palaude and
Caroline Boulord and
Charles{-}Antoine Gagneur and
Chlo{\'{e}} Mercier and
Christelle Caucheteux and
Dominique Guidoni{-}Stoltz and
Florence Tressols and
Fr{\'{e}}d{\'{e}}ric Alexandre and
Jean{-}Fran{\c{c}}ois C{\'{e}}ci and
Jean{-}Fran{\c{c}}ois Metral and
J{\'{e}}r{\'{e}}my Camponovo and
Julie Henry and
Laurent Fouch{\'{e}} and
Laurent Heiser and
Lianne{-}Blue Hodgkins and
Margarida Romero and
Marie{-}H{\'{e}}l{\`{e}}ne Comte and
Michel Durampart and
Patricia Corieri and
Paul Olry and
Pauline Reboul and
Philippe Bonfils and
Sami Ben Amor and
Simon Collin and
Solange Ciavaldini{-}Cartaut and
Thierry Vi{\'{e}}ville and
Victoire Batifol and
Yann{-}A{\"{e}}l Le Borgne},
title = {Teaching and learning in the age of artificial intelligence},
journal = {CoRR},
volume = {abs/2303.06956},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.06956},
doi = {10.48550/ARXIV.2303.06956},
eprinttype = {arXiv},
eprint = {2303.06956},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-06956.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-12320,
author = {Dara Cassidy and
Yann{-}A{\"{e}}l Le Borgne and
Francisco Bellas and
Riina Vuorikari and
Elise Rondin and
Madhumalti Sharma and
Jessica Niewint{-}Gori and
Johanna Gr{\"{o}}pler and
Anne Gilleran and
Lidija Kralj},
title = {Use Scenarios {\&} Practical Examples of {AI} Use in Education},
journal = {CoRR},
volume = {abs/2309.12320},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.12320},
doi = {10.48550/ARXIV.2309.12320},
eprinttype = {arXiv},
eprint = {2309.12320},
timestamp = {Wed, 27 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-12320.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/LebichotVBHOB21,
author = {Bertrand Lebichot and
Th{\'{e}}o Verhelst and
Yann{-}A{\"{e}}l Le Borgne and
Liyun He{-}Guelton and
Fr{\'{e}}d{\'{e}}ric Obl{\'{e}} and
Gianluca Bontempi},
title = {Transfer Learning Strategies for Credit Card Fraud Detection},
journal = {{IEEE} Access},
volume = {9},
pages = {114754--114766},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3104472},
doi = {10.1109/ACCESS.2021.3104472},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/LebichotVBHOB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/CarcilloBCKOB21,
author = {Fabrizio Carcillo and
Yann{-}A{\"{e}}l Le Borgne and
Olivier Caelen and
Yacine Kessaci and
Fr{\'{e}}d{\'{e}}ric Obl{\'{e}} and
Gianluca Bontempi},
title = {Combining unsupervised and supervised learning in credit card fraud
detection},
journal = {Inf. Sci.},
volume = {557},
pages = {317--331},
year = {2021},
url = {https://doi.org/10.1016/j.ins.2019.05.042},
doi = {10.1016/J.INS.2019.05.042},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/CarcilloBCKOB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-09323,
author = {Wissam Siblini and
Guillaume Coter and
R{\'{e}}my Fabry and
Liyun He{-}Guelton and
Fr{\'{e}}d{\'{e}}ric Obl{\'{e}} and
Bertrand Lebichot and
Yann{-}A{\"{e}}l Le Borgne and
Gianluca Bontempi},
title = {Transfer Learning for Credit Card Fraud Detection: {A} Journey from
Research to Production},
journal = {CoRR},
volume = {abs/2107.09323},
year = {2021},
url = {https://arxiv.org/abs/2107.09323},
eprinttype = {arXiv},
eprint = {2107.09323},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-09323.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BuroniBBRD20,
author = {Giovanni Buroni and
Yann{-}A{\"{e}}l Le Borgne and
Gianluca Bontempi and
Daniele Raimondi and
Karl Determe},
editor = {Geoffrey I. Webb and
Zhongfei Zhang and
Vincent S. Tseng and
Graham Williams and
Michalis Vlachos and
Longbing Cao},
title = {On-Board Unit Big Data: Short-term Traffic Forecasting in Urban Transportation
Networks},
booktitle = {7th {IEEE} International Conference on Data Science and Advanced Analytics,
{DSAA} 2020, Sydney, Australia, October 6-9, 2020},
pages = {569--578},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/DSAA49011.2020.00072},
doi = {10.1109/DSAA49011.2020.00072},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dsaa/BuroniBBRD20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/edbt/DillenBBDB20,
author = {Arnau Dillen and
Giovanni Buroni and
Yann{-}A{\"{e}}l Le Borgne and
Karl Determe and
Gianluca Bontempi},
editor = {Alexandra Poulovassilis and
David Auber and
Nikos Bikakis and
Panos K. Chrysanthis and
George Papastefanatos and
Mohamed A. Sharaf and
Nikos Pelekis and
Chiara Renso and
Yannis Theodoridis and
Karine Zeitouni and
Tania Cerquitelli and
Silvia Chiusano and
Genoveva Vargas{-}Solar and
Behrooz Omidvar{-}Tehrani and
Katharina Morik and
Jean{-}Michel Renders and
Donatella Firmani and
Letizia Tanca and
Davide Mottin and
Matteo Lissandrini and
Yannis Velegrakis},
title = {{MOBI-AID:} {A} Big Data Platform for Real-Time Analysis of On Board
Unit Data},
booktitle = {Proceedings of the Workshops of the {EDBT/ICDT} 2020 Joint Conference,
Copenhagen, Denmark, March 30, 2020},
series = {{CEUR} Workshop Proceedings},
volume = {2578},
publisher = {CEUR-WS.org},
year = {2020},
url = {https://ceur-ws.org/Vol-2578/BMDA8.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:44 +0100},
biburl = {https://dblp.org/rec/conf/edbt/DillenBBDB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsa/StefaniBCHB19,
author = {Jacopo De Stefani and
Yann{-}A{\"{e}}l Le Borgne and
Olivier Caelen and
Dalila Hattab and
Gianluca Bontempi},
title = {Batch and incremental dynamic factor machine learning for multivariate
and multi-step-ahead forecasting},
journal = {Int. J. Data Sci. Anal.},
volume = {7},
number = {4},
pages = {311--329},
year = {2019},
url = {https://doi.org/10.1007/s41060-018-0150-x},
doi = {10.1007/S41060-018-0150-X},
timestamp = {Tue, 16 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdsa/StefaniBCHB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inns/LebichotBHOB19,
author = {Bertrand Lebichot and
Yann{-}A{\"{e}}l Le Borgne and
Liyun He{-}Guelton and
Fr{\'{e}}d{\'{e}}ric Obl{\'{e}} and
Gianluca Bontempi},
editor = {Luca Oneto and
Nicol{\`{o}} Navarin and
Alessandro Sperduti and
Davide Anguita},
title = {Deep-Learning Domain Adaptation Techniques for Credit Cards Fraud
Detection},
booktitle = {Recent Advances in Big Data and Deep Learning, Proceedings of the
{INNS} Big Data and Deep Learning Conference {INNSBDDL} 2019, held
at Sestri Levante, Genova, Italy 16-18 April 2019},
pages = {78--88},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-16841-4\_8},
doi = {10.1007/978-3-030-16841-4\_8},
timestamp = {Tue, 21 Mar 2023 21:03:10 +0100},
biburl = {https://dblp.org/rec/conf/inns/LebichotBHOB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsa/CarcilloBCB18,
author = {Fabrizio Carcillo and
Yann{-}A{\"{e}}l Le Borgne and
Olivier Caelen and
Gianluca Bontempi},
title = {Streaming active learning strategies for real-life credit card fraud
detection: assessment and visualization},
journal = {Int. J. Data Sci. Anal.},
volume = {5},
number = {4},
pages = {285--300},
year = {2018},
url = {https://doi.org/10.1007/s41060-018-0116-z},
doi = {10.1007/S41060-018-0116-Z},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijdsa/CarcilloBCB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsa/CarcilloBCB18a,
author = {Fabrizio Carcillo and
Yann{-}A{\"{e}}l Le Borgne and
Olivier Caelen and
Gianluca Bontempi},
title = {Correction to: Streaming active learning strategies for real-life
credit detection: assessment and visualization},
journal = {Int. J. Data Sci. Anal.},
volume = {5},
number = {4},
pages = {301--302},
year = {2018},
url = {https://doi.org/10.1007/s41060-018-0123-0},
doi = {10.1007/S41060-018-0123-0},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijdsa/CarcilloBCB18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/inffus/CarcilloPBCMB18,
author = {Fabrizio Carcillo and
Andrea Dal Pozzolo and
Yann{-}A{\"{e}}l Le Borgne and
Olivier Caelen and
Yannis Mazzer and
Gianluca Bontempi},
title = {{SCARFF:} {A} scalable framework for streaming credit card fraud detection
with spark},
journal = {Inf. Fusion},
volume = {41},
pages = {182--194},
year = {2018},
url = {https://doi.org/10.1016/j.inffus.2017.09.005},
doi = {10.1016/J.INFFUS.2017.09.005},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/inffus/CarcilloPBCMB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cloudtech/BuroniBBD18,
author = {Giovanni Buroni and
Yann{-}A{\"{e}}l Le Borgne and
Gianluca Bontempi and
Karl Determe},
title = {On-Board-Unit Data: {A} Big Data Platform for Scalable storage and
Processing},
booktitle = {2018 4th International Conference on Cloud Computing Technologies
and Applications, Cloudtech 2018, Brussels, Belgium, November 26-28,
2018},
pages = {1--5},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/CloudTech.2018.8713342},
doi = {10.1109/CLOUDTECH.2018.8713342},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/cloudtech/BuroniBBD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itsc/BuroniBBD18,
author = {Giovanni Buroni and
Yann{-}A{\"{e}}l Le Borgne and
Gianluca Bontempi and
Karl Determe},
editor = {Wei{-}Bin Zhang and
Alexandre M. Bayen and
Javier J. S{\'{a}}nchez Medina and
Matthew J. Barth},
title = {Cluster Analysis of On-Board-Unit Truck Big Data from the Brussels
Capital Region},
booktitle = {21st International Conference on Intelligent Transportation Systems,
{ITSC} 2018, Maui, HI, USA, November 4-7, 2018},
pages = {2074--2079},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ITSC.2018.8569278},
doi = {10.1109/ITSC.2018.8569278},
timestamp = {Wed, 16 Oct 2019 14:14:57 +0200},
biburl = {https://dblp.org/rec/conf/itsc/BuroniBBD18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/StefaniCHBB18,
author = {Jacopo De Stefani and
Olivier Caelen and
Dalila Hattab and
Yann{-}A{\"{e}}l Le Borgne and
Gianluca Bontempi},
editor = {Carlos Alzate and
Anna Monreale and
Livio Bioglio and
Valerio Bitetta and
Ilaria Bordino and
Guido Caldarelli and
Andrea Ferretti and
Riccardo Guidotti and
Francesco Gullo and
Stefano Pascolutti and
Ruggero G. Pensa and
C{\'{e}}line Robardet and
Tiziano Squartini},
title = {A Multivariate and Multi-step Ahead Machine Learning Approach to Traditional
and Cryptocurrencies Volatility Forecasting},
booktitle = {{ECML} {PKDD} 2018 Workshops - {MIDAS} 2018 and {PAP} 2018, Dublin,
Ireland, September 10-14, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11054},
pages = {7--22},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-13463-1\_1},
doi = {10.1007/978-3-030-13463-1\_1},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/StefaniCHBB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1804-07481,
author = {Fabrizio Carcillo and
Yann{-}A{\"{e}}l Le Borgne and
Olivier Caelen and
Gianluca Bontempi},
title = {Streaming Active Learning Strategies for Real-Life Credit Card Fraud
Detection: Assessment and Visualization},
journal = {CoRR},
volume = {abs/1804.07481},
year = {2018},
url = {http://arxiv.org/abs/1804.07481},
eprinttype = {arXiv},
eprint = {1804.07481},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1804-07481.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bnaic/ReggianiBB17,
author = {Claudio Reggiani and
Yann{-}A{\"{e}}l Le Borgne and
Gianluca Bontempi},
editor = {Bart Verheij and
Marco A. Wiering},
title = {Feature Selection in High-Dimensional Dataset Using MapReduce},
booktitle = {Artificial Intelligence - 29th Benelux Conference, {BNAIC} 2017, Groningen,
The Netherlands, November 8-9, 2017, Revised Selected Papers},
series = {Communications in Computer and Information Science},
volume = {823},
pages = {101--115},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-76892-2\_8},
doi = {10.1007/978-3-319-76892-2\_8},
timestamp = {Tue, 29 Dec 2020 18:40:14 +0100},
biburl = {https://dblp.org/rec/conf/bnaic/ReggianiBB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/BontempiBS17,
author = {Gianluca Bontempi and
Yann{-}A{\"{e}}l Le Borgne and
Jacopo De Stefani},
title = {A Dynamic Factor Machine Learning Method for Multi-variate and Multi-step-Ahead
Forecasting},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {222--231},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.1},
doi = {10.1109/DSAA.2017.1},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/BontempiBS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/CarcilloBCB17,
author = {Fabrizio Carcillo and
Yann{-}A{\"{e}}l Le Borgne and
Olivier Caelen and
Gianluca Bontempi},
title = {An Assessment of Streaming Active Learning Strategies for Real-Life
Credit Card Fraud Detection},
booktitle = {2017 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2017, Tokyo, Japan, October 19-21, 2017},
pages = {631--639},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/DSAA.2017.10},
doi = {10.1109/DSAA.2017.10},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/CarcilloBCB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-02327,
author = {Claudio Reggiani and
Yann{-}A{\"{e}}l Le Borgne and
Gianluca Bontempi},
title = {Feature selection in high-dimensional dataset using MapReduce},
journal = {CoRR},
volume = {abs/1709.02327},
year = {2017},
url = {http://arxiv.org/abs/1709.02327},
eprinttype = {arXiv},
eprint = {1709.02327},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-02327.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-08920,
author = {Fabrizio Carcillo and
Andrea Dal Pozzolo and
Yann{-}A{\"{e}}l Le Borgne and
Olivier Caelen and
Yannis Mazzer and
Gianluca Bontempi},
title = {{SCARFF:} a Scalable Framework for Streaming Credit Card Fraud Detection
with Spark},
journal = {CoRR},
volume = {abs/1709.08920},
year = {2017},
url = {http://arxiv.org/abs/1709.08920},
eprinttype = {arXiv},
eprint = {1709.08920},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-08920.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdata/BontempiB16,
author = {Gianluca Bontempi and
Yann{-}A{\"{e}}l Le Borgne},
editor = {Calton Pu and
Geoffrey C. Fox and
Ernesto Damiani},
title = {Predictive Modeling in a Big Data Distributed Setting: {A} Scalable
Bias Correction Approach},
booktitle = {2016 {IEEE} International Congress on Big Data, San Francisco, CA,
USA, June 27 - July 2, 2016},
pages = {68--74},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/BigDataCongress.2016.17},
doi = {10.1109/BIGDATACONGRESS.2016.17},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdata/BontempiB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BorgneHB16,
author = {Yann{-}A{\"{e}}l Le Borgne and
Adriana Homolova and
Gianluca Bontempi},
editor = {Ricard Gavald{\`{a}} and
Indre Zliobaite and
Jo{\~{a}}o Gama},
title = {OpenTED Browser: Insights into European Public Spendings},
booktitle = {Proceedings of the First Workshop on Data Science for Social Good
co-located with European Conference on Machine Learning and Principles
and Practice of Knowledge Dicovery in Databases, SoGood@ECML-PKDD
2016, Riva del Garda, Italy, September 19, 2016},
series = {{CEUR} Workshop Proceedings},
volume = {1831},
publisher = {CEUR-WS.org},
year = {2016},
url = {https://ceur-ws.org/Vol-1831/paper\_2.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:13 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BorgneHB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BorgneHB16,
author = {Yann{-}A{\"{e}}l Le Borgne and
Adriana Homolova and
Gianluca Bontempi},
title = {OpenTED Browser: Insights into European Public Spendings},
journal = {CoRR},
volume = {abs/1611.02118},
year = {2016},
url = {http://arxiv.org/abs/1611.02118},
eprinttype = {arXiv},
eprint = {1611.02118},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BorgneHB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/PozzoloCBWB14,
author = {Andrea Dal Pozzolo and
Olivier Caelen and
Yann{-}A{\"{e}}l Le Borgne and
Serge Waterschoot and
Gianluca Bontempi},
title = {Learned lessons in credit card fraud detection from a practitioner
perspective},
journal = {Expert Syst. Appl.},
volume = {41},
number = {10},
pages = {4915--4928},
year = {2014},
url = {https://doi.org/10.1016/j.eswa.2014.02.026},
doi = {10.1016/J.ESWA.2014.02.026},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/PozzoloCBWB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpram/LeonCDBB14,
author = {Olmo Le{\'{o}}n and
Manuel P. Cu{\'{e}}llar and
Miguel Delgado and
Yann{-}A{\"{e}}l Le Borgne and
Gianluca Bontempi},
editor = {Maria De Marsico and
Antoine Tabbone and
Ana L. N. Fred},
title = {Human Activity Recognition Framework in Monitored Environments},
booktitle = {{ICPRAM} 2014 - Proceedings of the 3rd International Conference on
Pattern Recognition Applications and Methods, ESEO, Angers, Loire
Valley, France, 6-8 March, 2014},
pages = {487--494},
publisher = {SciTePress},
year = {2014},
url = {https://doi.org/10.5220/0004755504870494},
doi = {10.5220/0004755504870494},
timestamp = {Thu, 14 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpram/LeonCDBB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/monami/CuellarRMBB14,
author = {Manuel P. Cu{\'{e}}llar and
Mar{\'{\i}}a Ros and
Mar{\'{\i}}a J. Mart{\'{\i}}n{-}Bautista and
Yann{-}A{\"{e}}l Le Borgne and
Gianluca Bontempi},
editor = {Ram{\'{o}}n Ag{\"{u}}ero and
Thomas Zinner and
Rossitza Goleva and
Andreas Timm{-}Giel and
Phuoc Tran{-}Gia},
title = {An Approach for the Evaluation of Human Activities in Physical Therapy
Scenarios},
booktitle = {Mobile Networks and Management - 6th International Conference, {MONAMI}
2014, W{\"{u}}rzburg, Germany, September 22-24, 2014, Revised
Selected Papers},
series = {Lecture Notes of the Institute for Computer Sciences, Social Informatics
and Telecommunications Engineering},
volume = {141},
pages = {401--414},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-16292-8\_29},
doi = {10.1007/978-3-319-16292-8\_29},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/monami/CuellarRMBB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcnds/MihaylovBTN12,
author = {Mihail Mihaylov and
Yann{-}A{\"{e}}l Le Borgne and
Karl Tuyls and
Ann Now{\'{e}}},
title = {Decentralised reinforcement learning for energy-efficient scheduling
in wireless sensor networks},
journal = {Int. J. Commun. Networks Distributed Syst.},
volume = {9},
number = {3/4},
pages = {207--224},
year = {2012},
url = {https://doi.org/10.1504/IJCNDS.2012.048871},
doi = {10.1504/IJCNDS.2012.048871},
timestamp = {Fri, 15 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijcnds/MihaylovBTN12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ebiss/BontempiTB12,
author = {Gianluca Bontempi and
Souhaib Ben Taieb and
Yann{-}A{\"{e}}l Le Borgne},
editor = {Marie{-}Aude Aufaure and
Esteban Zim{\'{a}}nyi},
title = {Machine Learning Strategies for Time Series Forecasting},
booktitle = {Business Intelligence - Second European Summer School, eBISS 2012,
Brussels, Belgium, July 15-21, 2012, Tutorial Lectures},
series = {Lecture Notes in Business Information Processing},
volume = {138},
pages = {62--77},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-36318-4\_3},
doi = {10.1007/978-3-642-36318-4\_3},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ebiss/BontempiTB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/scube/BorgneB12,
author = {Yann{-}A{\"{e}}l Le Borgne and
Gianluca Bontempi},
editor = {Francisco Martins and
Lu{\'{\i}}s M. B. Lopes and
Herv{\'{e}} Paulino},
title = {Time Series Prediction for Energy-Efficient Wireless Sensors: Applications
to Environmental Monitoring and Video Games},
booktitle = {Sensor Systems and Software - Third International {ICST} Conference,
S-Cube 2012, Lisbon, Portugal, June 4-5, 2012, Revised Selected Papers},
series = {Lecture Notes of the Institute for Computer Sciences, Social Informatics
and Telecommunications Engineering},
volume = {102},
pages = {63--72},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-32778-0\_5},
doi = {10.1007/978-3-642-32778-0\_5},
timestamp = {Tue, 07 May 2024 20:10:47 +0200},
biburl = {https://dblp.org/rec/conf/scube/BorgneB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/atal/MihaylovBTN11,
author = {Mihail Mihaylov and
Yann{-}A{\"{e}}l Le Borgne and
Karl Tuyls and
Ann Now{\'{e}}},
editor = {Liz Sonenberg and
Peter Stone and
Kagan Tumer and
Pinar Yolum},
title = {Distributed cooperation in wireless sensor networks},
booktitle = {10th International Conference on Autonomous Agents and Multiagent
Systems {(AAMAS} 2011), Taipei, Taiwan, May 2-6, 2011, Volume 1-3},
pages = {249--256},
publisher = {{IFAAMAS}},
year = {2011},
url = {http://portal.acm.org/citation.cfm?id=2030506\&CFID=69153967\&CFTOKEN=38069692},
timestamp = {Fri, 18 Nov 2011 09:09:28 +0100},
biburl = {https://dblp.org/rec/conf/atal/MihaylovBTN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaart/MihaylovBNT11,
author = {Mihail Mihaylov and
Yann{-}A{\"{e}}l Le Borgne and
Ann Now{\'{e}} and
Karl Tuyls},
editor = {Joaquim Filipe and
Ana L. N. Fred},
title = {Self-organizing Synchronicity and Desynchronicity using Reinforcement
Learning},
booktitle = {{ICAART} 2011 - Proceedings of the 3rd International Conference on
Agents and Artificial Intelligence, Volume 2 - Agents, Rome, Italy,
January 28-30, 2011},
pages = {94--103},
publisher = {SciTePress},
year = {2011},
timestamp = {Fri, 08 Jul 2011 08:36:50 +0200},
biburl = {https://dblp.org/rec/conf/icaart/MihaylovBNT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icaart/MihaylovBTN11,
author = {Mihail Mihaylov and
Yann{-}A{\"{e}}l Le Borgne and
Karl Tuyls and
Ann Now{\'{e}}},
editor = {Joaquim Filipe and
Ana L. N. Fred},
title = {Reinforcement Learning for Self-organizing Wake-Up Scheduling in Wireless
Sensor Networks},
booktitle = {Agents and Artificial Intelligence - Third International Conference,
{ICAART} 2011, Rome, Italy, January, 28-30, 2011. Revised Selected
Papers},
series = {Communications in Computer and Information Science},
volume = {271},
pages = {382--396},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-29966-7\_25},
doi = {10.1007/978-3-642-29966-7\_25},
timestamp = {Tue, 16 Aug 2022 23:04:29 +0200},
biburl = {https://dblp.org/rec/conf/icaart/MihaylovBTN11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/procedia/BorgneC11,
author = {Yann{-}A{\"{e}}l Le Borgne and
A. Campo},
editor = {Mitsuhisa Sato and
Satoshi Matsuoka and
Peter M. A. Sloot and
G. Dick van Albada and
Jack J. Dongarra},
title = {Open Review in computer science Elsevier grand challenge on executable
papers},
booktitle = {Proceedings of the International Conference on Computational Science,
{ICCS} 2011, Nanyang Technological University, Singapore, 1-3 June,
2011},
series = {Procedia Computer Science},
volume = {4},
pages = {778--780},
publisher = {Elsevier},
year = {2011},
url = {https://doi.org/10.1016/j.procs.2011.04.082},
doi = {10.1016/J.PROCS.2011.04.082},
timestamp = {Thu, 08 Jul 2021 16:04:01 +0200},
biburl = {https://dblp.org/rec/journals/procedia/BorgneC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inss/AbughaliehBNS10,
author = {Nashat Abughalieh and
Yann{-}A{\"{e}}l Le Borgne and
Ann Now{\'{e}} and
Kris Steenhaut},
title = {Lifetime optimization for sensor networks with correlated data gathering},
booktitle = {Seventh International Conference on Networked Sensing Systems, {INSS}
2010, Kassel, Germany, June 15-18, 2010},
pages = {69--72},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/INSS.2010.5573531},
doi = {10.1109/INSS.2010.5573531},
timestamp = {Wed, 16 Oct 2019 14:14:54 +0200},
biburl = {https://dblp.org/rec/conf/inss/AbughaliehBNS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inss/BorgneNAS10,
author = {Yann{-}A{\"{e}}l Le Borgne and
Ann Now{\'{e}} and
Nashat Abughalieh and
Kris Steenhaut},
title = {Distributed regression for high-level feature extraction in wireless
sensor networks},
booktitle = {Seventh International Conference on Networked Sensing Systems, {INSS}
2010, Kassel, Germany, June 15-18, 2010},
pages = {249--252},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/INSS.2010.5572212},
doi = {10.1109/INSS.2010.5572212},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/inss/BorgneNAS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipsn/BorgneNSLB10,
author = {Yann{-}A{\"{e}}l Le Borgne and
Ann Now{\'{e}} and
Kris Steenhaut and
Gianluca Bontempi},
editor = {Tarek F. Abdelzaher and
Thiemo Voigt and
Adam Wolisz},
title = {Demonstrating principal component aggregation for distributed spatial
pattern recognition},
booktitle = {Proceedings of the 9th International Conference on Information Processing
in Sensor Networks, {IPSN} 2010, April 12-16, 2010, Stockholm, Sweden},
pages = {430--431},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1791212.1791290},
doi = {10.1145/1791212.1791290},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipsn/BorgneNSLB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wiopt/AbughaliehBSN10,
author = {Nashat Abughalieh and
Yann{-}A{\"{e}}l Le Borgne and
Kris Steenhaut and
Ann Now{\'{e}}},
title = {Lifetime optimization for wireless sensor networks with correlated
data gathering},
booktitle = {8th International Symposium on Modeling and Optimization in Mobile,
Ad-Hoc and Wireless Networks (WiOpt 2010), May 31 - June 4, 2010,
University of Avignon, Avignon, France},
pages = {266--272},
publisher = {{IEEE}},
year = {2010},
url = {https://ieeexplore.ieee.org/document/5518801/},
timestamp = {Thu, 12 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wiopt/AbughaliehBSN10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1003-1967,
author = {Yann{-}A{\"{e}}l Le Borgne and
Sylvain Raybaud and
Gianluca Bontempi},
title = {Distributed Principal Component Analysis for Wireless Sensor Networks},
journal = {CoRR},
volume = {abs/1003.1967},
year = {2010},
url = {http://arxiv.org/abs/1003.1967},
eprinttype = {arXiv},
eprint = {1003.1967},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1003-1967.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/MirandaBB08,
author = {Abhilash Alexander Miranda and
Yann{-}A{\"{e}}l Le Borgne and
Gianluca Bontempi},
title = {New Routes from Minimal Approximation Error to Principal Components},
journal = {Neural Process. Lett.},
volume = {27},
number = {3},
pages = {197--207},
year = {2008},
url = {https://doi.org/10.1007/s11063-007-9069-2},
doi = {10.1007/S11063-007-9069-2},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npl/MirandaBB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/BorgneSB07,
author = {Yann{-}A{\"{e}}l Le Borgne and
Silvia Santini and
Gianluca Bontempi},
title = {Adaptive model selection for time series prediction in wireless sensor
networks},
journal = {Signal Process.},
volume = {87},
number = {12},
pages = {3010--3020},
year = {2007},
url = {https://doi.org/10.1016/j.sigpro.2007.05.015},
doi = {10.1016/J.SIGPRO.2007.05.015},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigpro/BorgneSB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aina/BorgneMB06,
author = {Yann{-}A{\"{e}}l Le Borgne and
Mehdi Moussa{\"{\i}}d and
Gianluca Bontempi},
title = {Simulation Architecture for Data Processing Algorithms in Wireless
Sensor Networks},
booktitle = {20th International Conference on Advanced Information Networking and
Applications {(AINA} 2006), 18-20 April 2006, Vienna, Austria},
pages = {383--387},
publisher = {{IEEE} Computer Society},
year = {2006},
url = {https://doi.org/10.1109/AINA.2006.311},
doi = {10.1109/AINA.2006.311},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aina/BorgneMB06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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