Stop the war!Остановите войну!
for scientists:
default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDBibTeX records: Michèle Sebag
@article{DBLP:journals/bioinformatics/LacanSH23,
author = {Alice Lacan and
Mich{\`{e}}le Sebag and
Blaise Hanczar},
title = {GAN-based data augmentation for transcriptomics: survey and comparative
assessment},
journal = {Bioinform.},
volume = {39},
number = {Supplement-1},
pages = {111--120},
year = {2023},
url = {https://doi.org/10.1093/bioinformatics/btad239},
doi = {10.1093/BIOINFORMATICS/BTAD239},
timestamp = {Wed, 31 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/LacanSH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aequitas/BiedGHCCNS23,
author = {Guillaume Bied and
Christophe Gaillac and
Morgane Hoffmann and
Philippe Caillou and
Bruno Cr{\'{e}}pon and
Solal Nathan and
Mich{\`{e}}le Sebag},
editor = {Roberta Calegari and
Andrea Aler Tubella and
Gabriel Gonz{\'{a}}lez{-}Casta{\~{n}}{\'{e}} and
Virginia Dignum and
Michela Milano},
title = {Fairness in job recommendations: estimating, explaining, and reducing
gender gaps},
booktitle = {Proceedings of the 1st Workshop on Fairness and Bias in {AI} co-located
with 26th European Conference on Artificial Intelligence {(ECAI} 2023),
Krak{\'{o}}w, Poland, October 1st, 2023},
series = {{CEUR} Workshop Proceedings},
volume = {3523},
publisher = {CEUR-WS.org},
year = {2023},
url = {https://ceur-ws.org/Vol-3523/paper7.pdf},
timestamp = {Tue, 19 Dec 2023 17:15:12 +0100},
biburl = {https://dblp.org/rec/conf/aequitas/BiedGHCCNS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apia/BiedPNNCCGS23,
author = {Guillaume Bied and
Elia Perennes and
Solal Nathan and
Victor Naya and
Philippe Caillou and
Bruno Cr{\'{e}}pon and
Christophe Gaillac and
Mich{\`{e}}le Sebag},
editor = {Christelle Launois and
Catherine Roussey},
title = {{RECTO} : REcommandation diminuant la Congestion par Transport Optimal},
booktitle = {9{\`{e}}me Conf{\'{e}}rence Nationale sur les Applications Pratiques
de l'Intelligence Artificielle, APIA@PFIA2023, Stasbourg, France,
July 6-7, 2023},
pages = {89--98},
year = {2023},
url = {https://hal.science/APIA-2023/hal-04158566v1},
timestamp = {Mon, 04 Sep 2023 17:07:11 +0200},
biburl = {https://dblp.org/rec/conf/apia/BiedPNNCCGS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/BiedNPHCCGS23,
author = {Guillaume Bied and
Solal Nathan and
Elia Perennes and
Morgane Hoffmann and
Philippe Caillou and
Bruno Cr{\'{e}}pon and
Christophe Gaillac and
Mich{\`{e}}le Sebag},
title = {Toward Job Recommendation for All},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
SAR, China},
pages = {5906--5914},
publisher = {ijcai.org},
year = {2023},
url = {https://doi.org/10.24963/ijcai.2023/655},
doi = {10.24963/IJCAI.2023/655},
timestamp = {Mon, 28 Aug 2023 17:23:07 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/BiedNPHCCGS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/KalainathanGGLS22,
author = {Diviyan Kalainathan and
Olivier Goudet and
Isabelle Guyon and
David Lopez{-}Paz and
Mich{\`{e}}le Sebag},
title = {Structural Agnostic Modeling: Adversarial Learning of Causal Graphs},
journal = {J. Mach. Learn. Res.},
volume = {23},
pages = {219:1--219:62},
year = {2022},
url = {http://jmlr.org/papers/v23/19-529.html},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/KalainathanGGLS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/RakotoarisonMRS22,
author = {Herilalaina Rakotoarison and
Louisot Milijaona and
Andry Rasoanaivo and
Mich{\`{e}}le Sebag and
Marc Schoenauer},
title = {Learning meta-features for AutoML},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=DTkEfj0Ygb8},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/RakotoarisonMRS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DongS22,
author = {Shuyu Dong and
Mich{\`{e}}le Sebag},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {From Graphs to DAGs: {A} Low-Complexity Model and a Scalable Algorithm},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2022, Grenoble, France, September 19-23, 2022, Proceedings,
Part {V}},
series = {Lecture Notes in Computer Science},
volume = {13717},
pages = {107--122},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26419-1\_7},
doi = {10.1007/978-3-031-26419-1\_7},
timestamp = {Mon, 20 Mar 2023 16:00:27 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/DongS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-04644,
author = {Shuyu Dong and
Mich{\`{e}}le Sebag},
title = {From graphs to DAGs: a low-complexity model and a scalable algorithm},
journal = {CoRR},
volume = {abs/2204.04644},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.04644},
doi = {10.48550/ARXIV.2204.04644},
eprinttype = {arXiv},
eprint = {2204.04644},
timestamp = {Wed, 13 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-04644.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-14221,
author = {Shuyu Dong and
Kento Uemura and
Akito Fujii and
Shuang Chang and
Yusuke Koyanagi and
Koji Maruhashi and
Mich{\`{e}}le Sebag},
title = {High-Dimensional Causal Discovery: Learning from Inverse Covariance
via Independence-based Decomposition},
journal = {CoRR},
volume = {abs/2211.14221},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.14221},
doi = {10.48550/ARXIV.2211.14221},
eprinttype = {arXiv},
eprint = {2211.14221},
timestamp = {Tue, 29 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-14221.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cga/CaillouRFLS21,
author = {Philippe Caillou and
Jonas Renault and
Jean{-}Daniel Fekete and
Anne{-}Catherine Letournel and
Mich{\`{e}}le Sebag},
title = {Cartolabe: {A} Web-Based Scalable Visualization of Large Document
Collections},
journal = {{IEEE} Computer Graphics and Applications},
volume = {41},
number = {2},
pages = {76--88},
year = {2021},
url = {https://doi.org/10.1109/MCG.2020.3033401},
doi = {10.1109/MCG.2020.3033401},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cga/CaillouRFLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caws/GasnikovaAS21,
author = {Ksenia Gasnikova and
Olivier Allais and
Mich{\`{e}}le Sebag},
editor = {Sisi Ma and
Erich Kummerfeld},
title = {Towards causal modeling of nutritional outcomes},
booktitle = {Causal Analysis Workshop Series, {CAWS} 2021, Minneapolis, Minnesota,
USA, July 16, 2021},
series = {Proceedings of Machine Learning Research},
volume = {160},
pages = {5--19},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v160/gasnikova21a.html},
timestamp = {Thu, 14 Jul 2022 17:31:05 +0200},
biburl = {https://dblp.org/rec/conf/caws/GasnikovaAS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/caws/KummerfeldWGSM21,
author = {Erich Kummerfeld and
Thomas Woolf and
Will Glad and
Mich{\`{e}}le Sebag and
Sisi Ma},
editor = {Sisi Ma and
Erich Kummerfeld},
title = {Important Topics in Causal Analysis: Summary of the {CAWS} 2021 Round
Table Discussion},
booktitle = {Causal Analysis Workshop Series, {CAWS} 2021, Minneapolis, Minnesota,
USA, July 16, 2021},
series = {Proceedings of Machine Learning Research},
volume = {160},
pages = {52--54},
publisher = {{PMLR}},
year = {2021},
url = {https://proceedings.mlr.press/v160/kummerfeld21a.html},
timestamp = {Thu, 14 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/caws/KummerfeldWGSM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/epia/ShritS21,
author = {Omar Shrit and
Mich{\`{e}}le Sebag},
editor = {Goreti Marreiros and
Francisco S. Melo and
Nuno Lau and
Henrique Lopes Cardoso and
Lu{\'{\i}}s Paulo Reis},
title = {{I2SL:} Learn How to Swarm Autonomous Quadrotors Using Iterative Imitation
Supervised Learning},
booktitle = {Progress in Artificial Intelligence - 20th {EPIA} Conference on Artificial
Intelligence, {EPIA} 2021, Virtual Event, September 7-9, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12981},
pages = {418--432},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86230-5\_33},
doi = {10.1007/978-3-030-86230-5\_33},
timestamp = {Thu, 09 Sep 2021 13:47:40 +0200},
biburl = {https://dblp.org/rec/conf/epia/ShritS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icara/ShritFS21,
author = {Omar Shrit and
David Filliat and
Mich{\`{e}}le Sebag},
title = {Iterative Learning for Model Reactive Control: Application to Autonomous
Multi-agent Control},
booktitle = {7th International Conference on Automation, Robotics and Applications,
{ICARA} 2021, Prague, Czech Republic, February 4-6, 2021},
pages = {140--146},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICARA51699.2021.9376454},
doi = {10.1109/ICARA51699.2021.9376454},
timestamp = {Wed, 24 Mar 2021 15:55:32 +0100},
biburl = {https://dblp.org/rec/conf/icara/ShritFS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kr/BressonCHLS21,
author = {Roman Bresson and
Johanne Cohen and
Eyke H{\"{u}}llermeier and
Christophe Labreuche and
Mich{\`{e}}le Sebag},
editor = {Meghyn Bienvenu and
Gerhard Lakemeyer and
Esra Erdem},
title = {On the Identifiability of Hierarchical Decision Models},
booktitle = {Proceedings of the 18th International Conference on Principles of
Knowledge Representation and Reasoning, {KR} 2021, Online event, November
3-12, 2021},
pages = {151--161},
year = {2021},
url = {https://doi.org/10.24963/kr.2021/15},
doi = {10.24963/KR.2021/15},
timestamp = {Wed, 03 Nov 2021 12:46:57 +0100},
biburl = {https://dblp.org/rec/conf/kr/BressonCHLS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-05252,
author = {Victor Berger and
Mich{\`{e}}le Sebag},
title = {Boltzmann Tuning of Generative Models},
journal = {CoRR},
volume = {abs/2104.05252},
year = {2021},
url = {https://arxiv.org/abs/2104.05252},
eprinttype = {arXiv},
eprint = {2104.05252},
timestamp = {Mon, 19 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-05252.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-03731,
author = {Mikhail Evchenko and
Joaquin Vanschoren and
Holger H. Hoos and
Marc Schoenauer and
Mich{\`{e}}le Sebag},
title = {Frugal Machine Learning},
journal = {CoRR},
volume = {abs/2111.03731},
year = {2021},
url = {https://arxiv.org/abs/2111.03731},
eprinttype = {arXiv},
eprint = {2111.03731},
timestamp = {Wed, 10 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-03731.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fdata/KustersMBCCDRFG20,
author = {Remy Kusters and
Dusan Misevic and
Hugues Berry and
Antoine Cully and
Yann Le Cunff and
Loic Dandoy and
Natalia D{\'{\i}}az Rodr{\'{\i}}guez and
Marion Ficher and
Jonathan Grizou and
Alice Othmani and
Themis Palpanas and
Matthieu Komorowski and
Patrick Loiseau and
Cl{\'{e}}ment Moulin{-}Frier and
Santino Nanini and
Daniele Quercia and
Mich{\`{e}}le Sebag and
Fran{\c{c}}oise Fogelman{-}Souli{\'{e}} and
Sofiane Taleb and
Liubov Tupikina and
Vaibhav Sahu and
Jill{-}J{\^{e}}nn Vie and
Fatima Wehbi},
title = {Interdisciplinary Research in Artificial Intelligence: Challenges
and Opportunities},
journal = {Frontiers Big Data},
volume = {3},
pages = {577974},
year = {2020},
url = {https://doi.org/10.3389/fdata.2020.577974},
doi = {10.3389/FDATA.2020.577974},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fdata/KustersMBCCDRFG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/ChandorkarFPCS20,
author = {Mandar Chandorkar and
Cyril Furtlehner and
Bala Poduval and
Enrico Camporeale and
Mich{\`{e}}le Sebag},
title = {Dynamic Time Lag Regression: Predicting What {\&} When},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=SkxybANtDB},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/ChandorkarFPCS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/BressonCHLS20,
author = {Roman Bresson and
Johanne Cohen and
Eyke H{\"{u}}llermeier and
Christophe Labreuche and
Mich{\`{e}}le Sebag},
editor = {Christian Bessiere},
title = {Neural Representation and Learning of Hierarchical 2-additive Choquet
Integrals},
booktitle = {Proceedings of the Twenty-Ninth International Joint Conference on
Artificial Intelligence, {IJCAI} 2020},
pages = {1984--1991},
publisher = {ijcai.org},
year = {2020},
url = {https://doi.org/10.24963/ijcai.2020/275},
doi = {10.24963/IJCAI.2020/275},
timestamp = {Mon, 20 Jul 2020 12:38:52 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/BressonCHLS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-07910,
author = {Victor Berger and
Mich{\`{e}}le Sebag},
title = {From abstract items to latent spaces to observed data and back: Compositional
Variational Auto-Encoder},
journal = {CoRR},
volume = {abs/2001.07910},
year = {2020},
url = {https://arxiv.org/abs/2001.07910},
eprinttype = {arXiv},
eprint = {2001.07910},
timestamp = {Fri, 24 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-07910.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-00975,
author = {Philippe Caillou and
Jonas Renault and
Jean{-}Daniel Fekete and
Anne{-}Catherine Letournel and
Mich{\`{e}}le Sebag},
title = {Cartolabe: {A} Web-Based Scalable Visualization of Large Document
Collections},
journal = {CoRR},
volume = {abs/2003.00975},
year = {2020},
url = {https://arxiv.org/abs/2003.00975},
eprinttype = {arXiv},
eprint = {2003.00975},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-00975.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-01972,
author = {Victor Berger and
Mich{\`{e}}le Sebag},
title = {Variational Auto-Encoder: not all failures are equal},
journal = {CoRR},
volume = {abs/2003.01972},
year = {2020},
url = {https://arxiv.org/abs/2003.01972},
eprinttype = {arXiv},
eprint = {2003.01972},
timestamp = {Wed, 18 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-01972.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-13708,
author = {Gwendoline de Bie and
Herilalaina Rakotoarison and
Gabriel Peyr{\'{e}} and
Mich{\`{e}}le Sebag},
title = {Distribution-Based Invariant Deep Networks for Learning Meta-Features},
journal = {CoRR},
volume = {abs/2006.13708},
year = {2020},
url = {https://arxiv.org/abs/2006.13708},
eprinttype = {arXiv},
eprint = {2006.13708},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-13708.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/SebagHSSWA19,
author = {Alice Schoenauer Sebag and
Louise Heinrich and
Marc Schoenauer and
Mich{\`{e}}le Sebag and
Lani F. Wu and
Steven J. Altschuler},
title = {Multi-Domain Adversarial Learning},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=Sklv5iRqYX},
timestamp = {Thu, 25 Jul 2019 13:03:15 +0200},
biburl = {https://dblp.org/rec/conf/iclr/SebagHSSWA19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/RakotoarisonSS19,
author = {Herilalaina Rakotoarison and
Marc Schoenauer and
Mich{\`{e}}le Sebag},
editor = {Sarit Kraus},
title = {Automated Machine Learning with Monte-Carlo Tree Search},
booktitle = {Proceedings of the Twenty-Eighth International Joint Conference on
Artificial Intelligence, {IJCAI} 2019, Macao, China, August 10-16,
2019},
pages = {3296--3303},
publisher = {ijcai.org},
year = {2019},
url = {https://doi.org/10.24963/ijcai.2019/457},
doi = {10.24963/IJCAI.2019/457},
timestamp = {Thu, 23 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/RakotoarisonSS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BergerS19,
author = {Victor Berger and
Mich{\`{e}}le Sebag},
editor = {Ulf Brefeld and
{\'{E}}lisa Fromont and
Andreas Hotho and
Arno J. Knobbe and
Marloes H. Maathuis and
C{\'{e}}line Robardet},
title = {From Abstract Items to Latent Spaces to Observed Data and Back: Compositional
Variational Auto-Encoder},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2019, W{\"{u}}rzburg, Germany, September 16-20,
2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11906},
pages = {274--289},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-46150-8\_17},
doi = {10.1007/978-3-030-46150-8\_17},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BergerS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/DoquetS19,
author = {Guillaume Doquet and
Mich{\`{e}}le Sebag},
editor = {Ulf Brefeld and
{\'{E}}lisa Fromont and
Andreas Hotho and
Arno J. Knobbe and
Marloes H. Maathuis and
C{\'{e}}line Robardet},
title = {Agnostic Feature Selection},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2019, W{\"{u}}rzburg, Germany, September 16-20,
2019, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {11906},
pages = {343--358},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-46150-8\_21},
doi = {10.1007/978-3-030-46150-8\_21},
timestamp = {Mon, 04 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/DoquetS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/19/GoudetKSG19,
author = {Olivier Goudet and
Diviyan Kalainathan and
Mich{\`{e}}le Sebag and
Isabelle Guyon},
editor = {Isabelle Guyon and
Alexander R. Statnikov and
Berna Bakir Batu},
title = {Learning Bivariate Functional Causal Models},
booktitle = {Cause Effect Pairs in Machine Learning},
pages = {101--153},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-21810-2\_3},
doi = {10.1007/978-3-030-21810-2\_3},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/19/GoudetKSG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/19/KalainathanGSG19,
author = {Diviyan Kalainathan and
Olivier Goudet and
Mich{\`{e}}le Sebag and
Isabelle Guyon},
editor = {Isabelle Guyon and
Alexander R. Statnikov and
Berna Bakir Batu},
title = {Discriminant Learning Machines},
booktitle = {Cause Effect Pairs in Machine Learning},
pages = {155--189},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-21810-2\_4},
doi = {10.1007/978-3-030-21810-2\_4},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/19/KalainathanGSG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/19/GuyonSBEELJRSSSTV19,
author = {Isabelle Guyon and
Lisheng Sun{-}Hosoya and
Marc Boull{\'{e}} and
Hugo Jair Escalante and
Sergio Escalera and
Zhengying Liu and
Damir Jajetic and
Bisakha Ray and
Mehreen Saeed and
Mich{\`{e}}le Sebag and
Alexander R. Statnikov and
Wei{-}Wei Tu and
Evelyne Viegas},
editor = {Frank Hutter and
Lars Kotthoff and
Joaquin Vanschoren},
title = {Analysis of the AutoML Challenge Series 2015-2018},
booktitle = {Automated Machine Learning - Methods, Systems, Challenges},
series = {The Springer Series on Challenges in Machine Learning},
pages = {177--219},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-05318-5\_10},
doi = {10.1007/978-3-030-05318-5\_10},
timestamp = {Mon, 28 Aug 2023 21:17:00 +0200},
biburl = {https://dblp.org/rec/books/sp/19/GuyonSBEELJRSSSTV19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-09239,
author = {Alice Schoenauer Sebag and
Louise Heinrich and
Marc Schoenauer and
Mich{\`{e}}le Sebag and
Lani F. Wu and
Steven J. Altschuler},
title = {Multi-Domain Adversarial Learning},
journal = {CoRR},
volume = {abs/1903.09239},
year = {2019},
url = {http://arxiv.org/abs/1903.09239},
eprinttype = {arXiv},
eprint = {1903.09239},
timestamp = {Tue, 02 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-09239.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-00170,
author = {Herilalaina Rakotoarison and
Marc Schoenauer and
Mich{\`{e}}le Sebag},
title = {Automated Machine Learning with Monte-Carlo Tree Search (Extended
Version)},
journal = {CoRR},
volume = {abs/1906.00170},
year = {2019},
url = {http://arxiv.org/abs/1906.00170},
eprinttype = {arXiv},
eprint = {1906.00170},
timestamp = {Thu, 13 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-00170.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1907-10772,
author = {Jorge G. Madrid and
Hugo Jair Escalante and
Eduardo F. Morales and
Wei{-}Wei Tu and
Yang Yu and
Lisheng Sun{-}Hosoya and
Isabelle Guyon and
Mich{\`{e}}le Sebag},
title = {Towards AutoML in the presence of Drift: first results},
journal = {CoRR},
volume = {abs/1907.10772},
year = {2019},
url = {http://arxiv.org/abs/1907.10772},
eprinttype = {arXiv},
eprint = {1907.10772},
timestamp = {Mon, 19 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1907-10772.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Sun-HosoyaGS18,
author = {Lisheng Sun{-}Hosoya and
Isabelle Guyon and
Mich{\`{e}}le Sebag},
editor = {Georg Krempl and
Vincent Lemaire and
Daniel Kottke and
Adrian Calma and
Andreas Holzinger and
Robi Polikar and
Bernhard Sick},
title = {ActivMetal: Algorithm Recommendation with Active Meta Learning},
booktitle = {Proceedings of the Workshop on Interactive Adaptive Learning co-located
with European Conference on Machine Learning {(ECML} 2018) and Principles
and Practice of Knowledge Discovery in Databases {(PKDD} 2018), Dublin,
Ireland, September 10th, 2018},
series = {{CEUR} Workshop Proceedings},
volume = {2192},
pages = {48--59},
publisher = {CEUR-WS.org},
year = {2018},
url = {https://ceur-ws.org/Vol-2192/ialatecml\_paper3.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:13 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Sun-HosoyaGS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ai/MisirS17,
author = {Mustafa Misir and
Mich{\`{e}}le Sebag},
title = {Alors: An algorithm recommender system},
journal = {Artif. Intell.},
volume = {244},
pages = {291--314},
year = {2017},
url = {https://doi.org/10.1016/j.artint.2016.12.001},
doi = {10.1016/J.ARTINT.2016.12.001},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ai/MisirS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/IsaacBGSA17,
author = {Yoann Isaac and
Quentin Barth{\'{e}}lemy and
C{\'{e}}dric Gouy{-}Pailler and
Mich{\`{e}}le Sebag and
Jamal Atif},
title = {Multi-dimensional signal approximation with sparse structured priors
using split Bregman iterations},
journal = {Signal Process.},
volume = {130},
pages = {389--402},
year = {2017},
url = {https://doi.org/10.1016/j.sigpro.2016.07.013},
doi = {10.1016/J.SIGPRO.2016.07.013},
timestamp = {Wed, 22 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigpro/IsaacBGSA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/SchmittGCS17,
author = {Thomas Schmitt and
Fran{\c{c}}ois Gonard and
Phillipe Caillou and
Mich{\`{e}}le Sebag},
title = {Language Modelling for Collaborative Filtering: Application to Job
Applicant Matching},
booktitle = {29th {IEEE} International Conference on Tools with Artificial Intelligence,
{ICTAI} 2017, Boston, MA, USA, November 6-8, 2017},
pages = {1226--1233},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/ICTAI.2017.00186},
doi = {10.1109/ICTAI.2017.00186},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/SchmittGCS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/SaittaS17,
author = {Lorenza Saitta and
Mich{\`{e}}le Sebag},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Grammatical Inference},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {569--570},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_115},
doi = {10.1007/978-1-4899-7687-1\_115},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/SaittaS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Sebag17,
author = {Mich{\`{e}}le Sebag},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Nonstandard Criteria in Evolutionary Learning},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {906--916},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_599},
doi = {10.1007/978-1-4899-7687-1\_599},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Sebag17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/SaittaS17a,
author = {Lorenza Saitta and
Mich{\`{e}}le Sebag},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Phase Transitions in Machine Learning},
booktitle = {Encyclopedia of Machine Learning and Data Mining},
pages = {974--982},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-1-4899-7687-1\_642},
doi = {10.1007/978-1-4899-7687-1\_642},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/SaittaS17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/oasc/GonardSS17,
author = {Fran{\c{c}}ois Gonard and
Marc Schoenauer and
Mich{\`{e}}le Sebag},
title = {{ASAP.V2} and {ASAP.V3:} Sequential optimization of an Algorithm Selector
and a Scheduler},
booktitle = {Proceedings of the Open Algorithm Selection Challenge 2017, Brussels,
Belgium, September 11-12, 2017},
series = {Proceedings of Machine Learning Research},
volume = {79},
pages = {8--11},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v79/gonard17a.html},
timestamp = {Wed, 03 Apr 2019 18:17:20 +0200},
biburl = {https://dblp.org/rec/conf/oasc/GonardSS17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BousquetGKSSTV17,
author = {Olivier Bousquet and
Sylvain Gelly and
Karol Kurach and
Marc Schoenauer and
Mich{\`{e}}le Sebag and
Olivier Teytaud and
Damien Vincent},
title = {Toward Optimal Run Racing: Application to Deep Learning Calibration},
journal = {CoRR},
volume = {abs/1706.03199},
year = {2017},
url = {http://arxiv.org/abs/1706.03199},
eprinttype = {arXiv},
eprint = {1706.03199},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BousquetGKSSTV17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-01427,
author = {Alice Schoenauer Sebag and
Marc Schoenauer and
Mich{\`{e}}le Sebag},
title = {Stochastic Gradient Descent: Going As Fast As Possible But Not Faster},
journal = {CoRR},
volume = {abs/1709.01427},
year = {2017},
url = {http://arxiv.org/abs/1709.01427},
eprinttype = {arXiv},
eprint = {1709.01427},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-01427.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gcai/SchmittCS16,
author = {Thomas Schmitt and
Phillipe Caillou and
Mich{\`{e}}le Sebag},
editor = {Christoph Benzm{\"{u}}ller and
Geoff Sutcliffe and
Ra{\'{u}}l Rojas},
title = {Matching Jobs and Resumes: a Deep Collaborative Filtering Task},
booktitle = {{GCAI} 2016. 2nd Global Conference on Artificial Intelligence, September
19 - October 2, 2016, Berlin, Germany},
series = {EPiC Series in Computing},
volume = {41},
pages = {124--137},
publisher = {EasyChair},
year = {2016},
url = {https://doi.org/10.29007/17rz},
doi = {10.29007/17RZ},
timestamp = {Sun, 15 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gcai/SchmittCS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GuyonCEEJLMRRSS16,
author = {Isabelle Guyon and
Imad Chaabane and
Hugo Jair Escalante and
Sergio Escalera and
Damir Jajetic and
James Robert Lloyd and
N{\'{u}}ria Maci{\`{a}} and
Bisakha Ray and
Lukasz Romaszko and
Mich{\`{e}}le Sebag and
Alexander R. Statnikov and
S{\'{e}}bastien Treguer and
Evelyne Viegas},
editor = {Frank Hutter and
Lars Kotthoff and
Joaquin Vanschoren},
title = {A brief Review of the ChaLearn AutoML Challenge: Any-time Any-dataset
Learning without Human Intervention},
booktitle = {Proceedings of the 2016 Workshop on Automatic Machine Learning, AutoML
2016, co-located with 33rd International Conference on Machine Learning
{(ICML} 2016), New York City, NY, USA, June 24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {64},
pages = {21--30},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v64/guyon\_review\_2016.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/icml/GuyonCEEJLMRRSS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/SebagAMS16,
author = {Mich{\`{e}}le Sebag and
Riad Akrour and
Basile Mayeur and
Marc Schoenauer},
editor = {Paolo Frasconi and
Niels Landwehr and
Giuseppe Manco and
Jilles Vreeken},
title = {Anti Imitation-Based Policy Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2016, Riva del Garda, Italy, September 19-23, 2016,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9852},
pages = {559--575},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46227-1\_35},
doi = {10.1007/978-3-319-46227-1\_35},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/SebagAMS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/IsaacBGSA16,
author = {Yoann Isaac and
Quentin Barth{\'{e}}lemy and
C{\'{e}}dric Gouy{-}Pailler and
Mich{\`{e}}le Sebag and
Jamal Atif},
title = {Multi-dimensional signal approximation with sparse structured priors
using split Bregman iterations},
journal = {CoRR},
volume = {abs/1609.09525},
year = {2016},
url = {http://arxiv.org/abs/1609.09525},
eprinttype = {arXiv},
eprint = {1609.09525},
timestamp = {Wed, 22 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/IsaacBGSA16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/data/Sebag15,
author = {Mich{\`{e}}le Sebag},
editor = {Markus Helfert and
Andreas Holzinger and
Orlando Belo and
Chiara Francalanci},
title = {Collaborative Algorithm Platforms},
booktitle = {{DATA} 2015 - Proceedings of 4th International Conference on Data
Management Technologies and Applications, Colmar, Alsace, France,
20-22 July, 2015},
pages = {IS--5},
publisher = {SciTePress},
year = {2015},
timestamp = {Thu, 06 Aug 2015 10:44:34 +0200},
biburl = {https://dblp.org/rec/conf/data/Sebag15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isipers/YoshiokaIS15,
author = {Masaharu Yoshioka and
Masahiko Itoh and
Mich{\`{e}}le Sebag},
editor = {Emanuel S. Grant and
Dimitris Kotzinos and
Dominique Laurent and
Nicolas Spyratos and
Yuzuru Tanaka},
title = {Interactive Metric Learning-Based Visual Data Exploration: Application
to the Visualization of a Scientific Social Network},
booktitle = {Information Search, Integration, and Personalization - 10th International
Workshop, {ISIP} 2015, Grand Forks, ND, USA, October 1-2, 2015, Revised
Selected Papers},
series = {Communications in Computer and Information Science},
volume = {622},
pages = {142--156},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-43862-7\_8},
doi = {10.1007/978-3-319-43862-7\_8},
timestamp = {Fri, 30 Jun 2023 14:51:37 +0200},
biburl = {https://dblp.org/rec/conf/isipers/YoshiokaIS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aicom/Sebag14,
author = {Mich{\`{e}}le Sebag},
title = {A tour of machine learning: An {AI} perspective},
journal = {{AI} Commun.},
volume = {27},
number = {1},
pages = {11--23},
year = {2014},
url = {https://doi.org/10.3233/AIC-130580},
doi = {10.3233/AIC-130580},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aicom/Sebag14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jise/ChouCCCFGLLSSTWWY14,
author = {Cheng{-}Wei Chou and
Ping{-}Chiang Chou and
Jean{-}Joseph Christophe and
Adrien Cou{\"{e}}toux and
Pierre de Freminville and
Nicolas Galichet and
Chang{-}Shing Lee and
Jialin Liu and
David Lupien Saint{-}Pierre and
Mich{\`{e}}le Sebag and
Olivier Teytaud and
Mei{-}Hui Wang and
Li{-}Wen Wu and
Shi{-}Jim Yen},
title = {Strategic Choices in Optimization},
journal = {J. Inf. Sci. Eng.},
volume = {30},
number = {3},
pages = {727--747},
year = {2014},
url = {http://www.iis.sinica.edu.tw/page/jise/2014/201405\_10.html},
timestamp = {Fri, 16 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jise/ChouCCCFGLLSSTWWY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/ZhangFGS14,
author = {Xiangliang Zhang and
Cyril Furtlehner and
C{\'{e}}cile Germain{-}Renaud and
Mich{\`{e}}le Sebag},
title = {Data Stream Clustering With Affinity Propagation},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {26},
number = {7},
pages = {1644--1656},
year = {2014},
url = {https://doi.org/10.1109/TKDE.2013.146},
doi = {10.1109/TKDE.2013.146},
timestamp = {Mon, 07 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/ZhangFGS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bpm/RibeiroCMS14,
author = {Joel Ribeiro and
Josep Carmona and
Mustafa Misir and
Mich{\`{e}}le Sebag},
editor = {Shazia Wasim Sadiq and
Pnina Soffer and
Hagen V{\"{o}}lzer},
title = {A Recommender System for Process Discovery},
booktitle = {Business Process Management - 12th International Conference, {BPM}
2014, Haifa, Israel, September 7-11, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8659},
pages = {67--83},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-10172-9\_5},
doi = {10.1007/978-3-319-10172-9\_5},
timestamp = {Thu, 09 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bpm/RibeiroCMS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SchoenauerASS14,
author = {Marc Schoenauer and
Riad Akrour and
Mich{\`{e}}le Sebag and
Jean{-}Christophe Souplet},
title = {Programming by Feedback},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
pages = {1503--1511},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/schoenauer14.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/SchoenauerASS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LlamosiMdLS14,
author = {Art{\'{e}}mis Llamosi and
Adel Mezine and
Florence d'Alch{\'{e}}{-}Buc and
V{\'{e}}ronique Letort and
Mich{\`{e}}le Sebag},
editor = {Toon Calders and
Floriana Esposito and
Eyke H{\"{u}}llermeier and
Rosa Meo},
title = {Experimental Design in Dynamical System Identification: {A} Bandit-Based
Active Learning Approach},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2014, Nancy, France, September 15-19, 2014. Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8725},
pages = {306--321},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-44851-9\_20},
doi = {10.1007/978-3-662-44851-9\_20},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LlamosiMdLS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HanczarS14,
author = {Blaise Hanczar and
Mich{\`{e}}le Sebag},
editor = {Toon Calders and
Floriana Esposito and
Eyke H{\"{u}}llermeier and
Rosa Meo},
title = {Combination of One-Class Support Vector Machines for Classification
with Reject Option},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2014, Nancy, France, September 15-19, 2014. Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {8724},
pages = {547--562},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-44848-9\_35},
doi = {10.1007/978-3-662-44848-9\_35},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/HanczarS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/LoshchilovSSH14,
author = {Ilya Loshchilov and
Marc Schoenauer and
Mich{\`{e}}le Sebag and
Nikolaus Hansen},
editor = {Thomas Bartz{-}Beielstein and
J{\"{u}}rgen Branke and
Bogdan Filipic and
Jim Smith},
title = {Maximum Likelihood-Based Online Adaptation of Hyper-Parameters in
{CMA-ES}},
booktitle = {Parallel Problem Solving from Nature - {PPSN} {XIII} - 13th International
Conference, Ljubljana, Slovenia, September 13-17, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8672},
pages = {70--79},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-10762-2\_7},
doi = {10.1007/978-3-319-10762-2\_7},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/LoshchilovSSH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/ZhangS14,
author = {Guohua Zhang and
Mich{\`{e}}le Sebag},
editor = {Thomas Bartz{-}Beielstein and
J{\"{u}}rgen Branke and
Bogdan Filipic and
Jim Smith},
title = {Coupling Evolution and Information Theory for Autonomous Robotic Exploration},
booktitle = {Parallel Problem Solving from Nature - {PPSN} {XIII} - 13th International
Conference, Ljubljana, Slovenia, September 13-17, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8672},
pages = {852--861},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-10762-2\_84},
doi = {10.1007/978-3-319-10762-2\_84},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/ZhangS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/RebecchiPS14,
author = {S{\'{e}}bastien Rebecchi and
H{\'{e}}l{\`{e}}ne Paugam{-}Moisy and
Mich{\`{e}}le Sebag},
editor = {Taras Kowaliw and
Nicolas Bred{\`{e}}che and
Ren{\'{e}} Doursat},
title = {Learning Sparse Features with an Auto-Associator},
booktitle = {Growing Adaptive Machines - Combining Development and Learning in
Artificial Neural Networks},
series = {Studies in Computational Intelligence},
volume = {557},
pages = {139--158},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-642-55337-0\_4},
doi = {10.1007/978-3-642-55337-0\_4},
timestamp = {Tue, 24 Oct 2017 16:58:47 +0200},
biburl = {https://dblp.org/rec/series/sci/RebecchiPS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GalichetST14,
author = {Nicolas Galichet and
Mich{\`{e}}le Sebag and
Olivier Teytaud},
title = {Exploration vs Exploitation vs Safety: Risk-averse Multi-Armed Bandits},
journal = {CoRR},
volume = {abs/1401.1123},
year = {2014},
url = {http://arxiv.org/abs/1401.1123},
eprinttype = {arXiv},
eprint = {1401.1123},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GalichetST14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LoshchilovSSH14,
author = {Ilya Loshchilov and
Marc Schoenauer and
Mich{\`{e}}le Sebag and
Nikolaus Hansen},
title = {Maximum Likelihood-based Online Adaptation of Hyper-parameters in
{CMA-ES}},
journal = {CoRR},
volume = {abs/1406.2623},
year = {2014},
url = {http://arxiv.org/abs/1406.2623},
eprinttype = {arXiv},
eprint = {1406.2623},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LoshchilovSSH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dagstuhl-reports/RaedtNOS14,
author = {Luc De Raedt and
Siegfried Nijssen and
Barry O'Sullivan and
Mich{\`{e}}le Sebag},
title = {Constraints, Optimization and Data (Dagstuhl Seminar 14411)},
journal = {Dagstuhl Reports},
volume = {4},
number = {10},
pages = {1--31},
year = {2014},
url = {https://doi.org/10.4230/DagRep.4.10.1},
doi = {10.4230/DAGREP.4.10.1},
timestamp = {Wed, 07 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dagstuhl-reports/RaedtNOS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/WangS13,
author = {Weijia Wang and
Mich{\`{e}}le Sebag},
title = {Hypervolume indicator and dominance reward based multi-objective Monte-Carlo
Tree Search},
journal = {Mach. Learn.},
volume = {92},
number = {2-3},
pages = {403--429},
year = {2013},
url = {https://doi.org/10.1007/s10994-013-5369-0},
doi = {10.1007/S10994-013-5369-0},
timestamp = {Sat, 04 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ml/WangS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/GalichetST13,
author = {Nicolas Galichet and
Mich{\`{e}}le Sebag and
Olivier Teytaud},
editor = {Cheng Soon Ong and
Tu Bao Ho},
title = {Exploration vs Exploitation vs Safety: Risk-Aware Multi-Armed Bandits},
booktitle = {Asian Conference on Machine Learning, {ACML} 2013, Canberra, ACT,
Australia, November 13-15, 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {29},
pages = {245--260},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v29/Galichet13.html},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/conf/acml/GalichetST13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ami/TakanoLMSS13,
author = {Shigeru Takano and
Ilya Loshchilov and
David Meunier and
Mich{\`{e}}le Sebag and
Einoshin Suzuki},
editor = {Juan Carlos Augusto and
Reiner Wichert and
Rem W. Collier and
David V. Keyson and
Albert Ali Salah and
Ah{-}Hwee Tan},
title = {Fast Adaptive Object Detection towards a Smart Environment by a Mobile
Robot},
booktitle = {Ambient Intelligence - 4th International Joint Conference, AmI 2013,
Dublin, Ireland, December 3-5, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8309},
pages = {182--197},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-319-03647-2\_13},
doi = {10.1007/978-3-319-03647-2\_13},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/ami/TakanoLMSS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cp/LothSHS13,
author = {Manuel Loth and
Mich{\`{e}}le Sebag and
Youssef Hamadi and
Marc Schoenauer},
editor = {Christian Schulte},
title = {Bandit-Based Search for Constraint Programming},
booktitle = {Principles and Practice of Constraint Programming - 19th International
Conference, {CP} 2013, Uppsala, Sweden, September 16-20, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8124},
pages = {464--480},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40627-0\_36},
doi = {10.1007/978-3-642-40627-0\_36},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cp/LothSHS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/LoshchilovSS13,
author = {Ilya Loshchilov and
Marc Schoenauer and
Mich{\`{e}}le Sebag},
editor = {Christian Blum and
Enrique Alba},
title = {Intensive surrogate model exploitation in self-adaptive surrogate-assisted
cma-es (saacm-es)},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '13, Amsterdam,
The Netherlands, July 6-10, 2013},
pages = {439--446},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2463372.2463427},
doi = {10.1145/2463372.2463427},
timestamp = {Wed, 13 Jul 2022 16:15:15 +0200},
biburl = {https://dblp.org/rec/conf/gecco/LoshchilovSS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/LoshchilovSS13a,
author = {Ilya Loshchilov and
Marc Schoenauer and
Mich{\`{e}}le Sebag},
editor = {Christian Blum and
Enrique Alba},
title = {Bi-population {CMA-ES} agorithms with surrogate models and line searches},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '13, Amsterdam,
The Netherlands, July 6-10, 2013, Companion Material Proceedings},
pages = {1177--1184},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2464576.2482696},
doi = {10.1145/2464576.2482696},
timestamp = {Wed, 13 Jul 2022 16:15:15 +0200},
biburl = {https://dblp.org/rec/conf/gecco/LoshchilovSS13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/RainvilleSGSL13,
author = {Fran{\c{c}}ois{-}Michel De Rainville and
Mich{\`{e}}le Sebag and
Christian Gagn{\'{e}} and
Marc Schoenauer and
Denis Laurendeau},
editor = {Christian Blum and
Enrique Alba},
title = {Sustainable cooperative coevolution with a multi-armed bandit},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '13, Amsterdam,
The Netherlands, July 6-10, 2013},
pages = {1517--1524},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2463372.2463556},
doi = {10.1145/2463372.2463556},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/RainvilleSGSL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/IsaacBAGS13,
author = {Yoann Isaac and
Quentin Barth{\'{e}}lemy and
Jamal Atif and
C{\'{e}}dric Gouy{-}Pailler and
Mich{\`{e}}le Sebag},
title = {Multi-dimensional sparse structured signal approximation using split
bregman iterations},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013},
pages = {3826--3830},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICASSP.2013.6638374},
doi = {10.1109/ICASSP.2013.6638374},
timestamp = {Wed, 22 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/IsaacBAGS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BardenetBKS13,
author = {R{\'{e}}mi Bardenet and
M{\'{a}}ty{\'{a}}s Brendel and
Bal{\'{a}}zs K{\'{e}}gl and
Mich{\`{e}}le Sebag},
title = {Collaborative hyperparameter tuning},
booktitle = {Proceedings of the 30th International Conference on Machine Learning,
{ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {28},
pages = {199--207},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/bardenet13.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/BardenetBKS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lion/LothSHSS13,
author = {Manuel Loth and
Mich{\`{e}}le Sebag and
Youssef Hamadi and
Marc Schoenauer and
Christian Schulte},
editor = {Giuseppe Nicosia and
Panos M. Pardalos},
title = {Hybridizing Constraint Programming and Monte-Carlo Tree Search: Application
to the Job Shop Problem},
booktitle = {Learning and Intelligent Optimization - 7th International Conference,
{LION} 7, Catania, Italy, January 7-11, 2013, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {7997},
pages = {315--320},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-44973-4\_35},
doi = {10.1007/978-3-642-44973-4\_35},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lion/LothSHSS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1303-5197,
author = {Yoann Isaac and
Quentin Barth{\'{e}}lemy and
Jamal Atif and
C{\'{e}}dric Gouy{-}Pailler and
Mich{\`{e}}le Sebag},
title = {Multi-dimensional sparse structured signal approximation using split
Bregman iterations},
journal = {CoRR},
volume = {abs/1303.5197},
year = {2013},
url = {http://arxiv.org/abs/1303.5197},
eprinttype = {arXiv},
eprint = {1303.5197},
timestamp = {Wed, 22 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1303-5197.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1304-3138,
author = {Fran{\c{c}}ois{-}Michel De Rainville and
Mich{\`{e}}le Sebag and
Christian Gagn{\'{e}} and
Marc Schoenauer and
Denis Laurendeau},
title = {Sustainable Cooperative Coevolution with a Multi-Armed Bandit},
journal = {CoRR},
volume = {abs/1304.3138},
year = {2013},
url = {http://arxiv.org/abs/1304.3138},
eprinttype = {arXiv},
eprint = {1304.3138},
timestamp = {Mon, 02 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1304-3138.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LoshchilovSS13,
author = {Ilya Loshchilov and
Marc Schoenauer and
Mich{\`{e}}le Sebag},
title = {KL-based Control of the Learning Schedule for Surrogate Black-Box
Optimization},
journal = {CoRR},
volume = {abs/1308.2655},
year = {2013},
url = {http://arxiv.org/abs/1308.2655},
eprinttype = {arXiv},
eprint = {1308.2655},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LoshchilovSS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cacm/GellyKSSSST12,
author = {Sylvain Gelly and
Levente Kocsis and
Marc Schoenauer and
Mich{\`{e}}le Sebag and
David Silver and
Csaba Szepesv{\'{a}}ri and
Olivier Teytaud},
title = {The grand challenge of computer Go: Monte Carlo tree search and extensions},
journal = {Commun. {ACM}},
volume = {55},
number = {3},
pages = {106--113},
year = {2012},
url = {https://doi.org/10.1145/2093548.2093574},
doi = {10.1145/2093548.2093574},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cacm/GellyKSSSST12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/LoshchilovSS12a,
author = {Ilya Loshchilov and
Marc Schoenauer and
Mich{\`{e}}le Sebag},
editor = {Terence Soule and
Jason H. Moore},
title = {Black-box optimization benchmarking of IPOP-saACM-ES and BIPOP-saACM-ES
on the {BBOB-2012} noiseless testbed},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '12, Philadelphia,
PA, USA, July 7-11, 2012, Companion Material Proceedings},
pages = {175--182},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2330784.2330811},
doi = {10.1145/2330784.2330811},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/LoshchilovSS12a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/LoshchilovSS12b,
author = {Ilya Loshchilov and
Marc Schoenauer and
Mich{\`{e}}le Sebag},
editor = {Terence Soule and
Jason H. Moore},
title = {Black-box optimization benchmarking of IPOP-saACM-ES on the {BBOB-2012}
noisy testbed},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '12, Philadelphia,
PA, USA, July 7-11, 2012, Companion Material Proceedings},
pages = {261--268},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2330784.2330822},
doi = {10.1145/2330784.2330822},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/LoshchilovSS12b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/LoshchilovSS12c,
author = {Ilya Loshchilov and
Marc Schoenauer and
Mich{\`{e}}le Sebag},
editor = {Terence Soule and
Jason H. Moore},
title = {Black-box optimization benchmarking of NIPOP-aCMA-ES and NBIPOP-aCMA-ES
on the {BBOB-2012} noiseless testbed},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '12, Philadelphia,
PA, USA, July 7-11, 2012, Companion Material Proceedings},
pages = {269--276},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2330784.2330823},
doi = {10.1145/2330784.2330823},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/LoshchilovSS12c.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/LoshchilovSS12,
author = {Ilya Loshchilov and
Marc Schoenauer and
Mich{\`{e}}le Sebag},
editor = {Terence Soule and
Jason H. Moore},
title = {Self-adaptive surrogate-assisted covariance matrix adaptation evolution
strategy},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} '12, Philadelphia,
PA, USA, July 7-11, 2012},
pages = {321--328},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2330163.2330210},
doi = {10.1145/2330163.2330210},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/LoshchilovSS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iiswc/ChenCDGHLNQST12,
author = {Tianshi Chen and
Yunji Chen and
Marc Duranton and
Qi Guo and
Atif Hashmi and
Mikko H. Lipasti and
Andrew Nere and
Shi Qiu and
Mich{\`{e}}le Sebag and
Olivier Temam},
title = {BenchNN: On the broad potential application scope of hardware neural
network accelerators},
booktitle = {Proceedings of the 2012 {IEEE} International Symposium on Workload
Characterization, {IISWC} 2012, La Jolla, CA, USA, November 4-6, 2012},
pages = {36--45},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/IISWC.2012.6402898},
doi = {10.1109/IISWC.2012.6402898},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iiswc/ChenCDGHLNQST12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lion/RunarssonSS12,
author = {Thomas Philip Runarsson and
Marc Schoenauer and
Mich{\`{e}}le Sebag},
editor = {Youssef Hamadi and
Marc Schoenauer},
title = {Pilot, Rollout and Monte Carlo Tree Search Methods for Job Shop Scheduling},
booktitle = {Learning and Intelligent Optimization - 6th International Conference,
{LION} 6, Paris, France, January 16-20, 2012, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {7219},
pages = {160--174},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-34413-8\_12},
doi = {10.1007/978-3-642-34413-8\_12},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/lion/RunarssonSS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lion/SebagT12,
author = {Mich{\`{e}}le Sebag and
Olivier Teytaud},
editor = {Youssef Hamadi and
Marc Schoenauer},
title = {Upper Confidence Tree-Based Consistent Reactive Planning Application
to MineSweeper},
booktitle = {Learning and Intelligent Optimization - 6th International Conference,
{LION} 6, Paris, France, January 16-20, 2012, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {7219},
pages = {220--234},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-34413-8\_16},
doi = {10.1007/978-3-642-34413-8\_16},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lion/SebagT12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AkrourSS12,
author = {Riad Akrour and
Marc Schoenauer and
Mich{\`{e}}le Sebag},
editor = {Peter A. Flach and
Tijl De Bie and
Nello Cristianini},
title = {{APRIL:} Active Preference Learning-Based Reinforcement Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2012, Bristol, UK, September 24-28, 2012. Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {7524},
pages = {116--131},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33486-3\_8},
doi = {10.1007/978-3-642-33486-3\_8},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/AkrourSS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/LoshchilovSS12,
author = {Ilya Loshchilov and
Marc Schoenauer and
Mich{\`{e}}le Sebag},
editor = {Carlos A. Coello Coello and
Vincenzo Cutello and
Kalyanmoy Deb and
Stephanie Forrest and
Giuseppe Nicosia and
Mario Pavone},
title = {Alternative Restart Strategies for {CMA-ES}},
booktitle = {Parallel Problem Solving from Nature - {PPSN} {XII} - 12th International
Conference, Taormina, Italy, September 1-5, 2012, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {7491},
pages = {296--305},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-32937-1\_30},
doi = {10.1007/978-3-642-32937-1\_30},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/LoshchilovSS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/WangS12,
author = {Weijia Wang and
Mich{\`{e}}le Sebag},
editor = {Steven C. H. Hoi and
Wray L. Buntine},
title = {Multi-objective Monte-Carlo Tree Search},
booktitle = {Proceedings of the 4th Asian Conference on Machine Learning, {ACML}
2012, Singapore, Singapore, November 4-6, 2012},
series = {{JMLR} Proceedings},
volume = {25},
pages = {507--522},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v25/wang12b.html},
timestamp = {Sat, 04 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WangS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/daglib/p/MaturanaFSSLS12,
author = {Jorge Maturana and
{\'{A}}lvaro Fialho and
Fr{\'{e}}d{\'{e}}ric Saubion and
Marc Schoenauer and
Fr{\'{e}}d{\'{e}}ric Lardeux and
Mich{\`{e}}le Sebag},
editor = {Youssef Hamadi and
{\'{E}}ric Monfroy and
Fr{\'{e}}d{\'{e}}ric Saubion},
title = {Adaptive Operator Selection and Management in Evolutionary Algorithms},
booktitle = {Autonomous Search},
pages = {161--189},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-21434-9\_7},
doi = {10.1007/978-3-642-21434-9\_7},
timestamp = {Tue, 23 Feb 2021 09:09:32 +0100},
biburl = {https://dblp.org/rec/books/daglib/p/MaturanaFSSLS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/daglib/p/ArbelaezHS12,
author = {Alejandro Arbelaez and
Youssef Hamadi and
Mich{\`{e}}le Sebag},
editor = {Youssef Hamadi and
{\'{E}}ric Monfroy and
Fr{\'{e}}d{\'{e}}ric Saubion},
title = {Continuous Search in Constraint Programming},
booktitle = {Autonomous Search},
pages = {219--243},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-21434-9\_9},
doi = {10.1007/978-3-642-21434-9\_9},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/books/daglib/p/ArbelaezHS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1204-2356,
author = {Ilya Loshchilov and
Marc Schoenauer and
Mich{\`{e}}le Sebag},
title = {Self-Adaptive Surrogate-Assisted Covariance Matrix Adaptation Evolution
Strategy},
journal = {CoRR},
volume = {abs/1204.2356},
year = {2012},
url = {http://arxiv.org/abs/1204.2356},
eprinttype = {arXiv},
eprint = {1204.2356},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1204-2356.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-0974,
author = {Ilya Loshchilov and
Marc Schoenauer and
Mich{\`{e}}le Sebag},
title = {Black-box optimization benchmarking of IPOP-saACM-ES on the {BBOB-2012}
noisy testbed},
journal = {CoRR},
volume = {abs/1206.0974},
year = {2012},
url = {http://arxiv.org/abs/1206.0974},
eprinttype = {arXiv},
eprint = {1206.0974},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-0974.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1206-5780,
author = {Ilya Loshchilov and
Marc Schoenauer and
Mich{\`{e}}le Sebag},
title = {Black-box optimization benchmarking of IPOP-saACM-ES and BIPOP-saACM-ES
on the {BBOB-2012} noiseless testbed},
journal = {CoRR},
volume = {abs/1206.5780},
year = {2012},
url = {http://arxiv.org/abs/1206.5780},
eprinttype = {arXiv},
eprint = {1206.5780},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1206-5780.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1207-0206,
author = {Ilya Loshchilov and
Marc Schoenauer and
Mich{\`{e}}le Sebag},
title = {Alternative Restart Strategies for {CMA-ES}},
journal = {CoRR},
volume = {abs/1207.0206},
year = {2012},
url = {http://arxiv.org/abs/1207.0206},
eprinttype = {arXiv},
eprint = {1207.0206},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1207-0206.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1208-0984,
author = {Riad Akrour and
Marc Schoenauer and
Mich{\`{e}}le Sebag},
title = {{APRIL:} Active Preference-learning based Reinforcement Learning},
journal = {CoRR},
volume = {abs/1208.0984},
year = {2012},
url = {http://arxiv.org/abs/1208.0984},
eprinttype = {arXiv},
eprint = {1208.0984},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1208-0984.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1210-0374,
author = {Thomas Philip Runarsson and
Marc Schoenauer and
Mich{\`{e}}le Sebag},
title = {Pilot, Rollout and Monte Carlo Tree Search Methods for Job Shop Scheduling},
journal = {CoRR},
volume = {abs/1210.0374},
year = {2012},
url = {http://arxiv.org/abs/1210.0374},
eprinttype = {arXiv},
eprint = {1210.0374},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1210-0374.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/grid/EltetoGBS11,
author = {Tam{\'{a}}s {\'{E}}ltet{\"{o}} and
C{\'{e}}cile Germain{-}Renaud and
Pascal Bondon and
Mich{\`{e}}le Sebag},
title = {Towards Non-Stationary Grid Models},
journal = {J. Grid Comput.},
volume = {9},
number = {4},
pages = {423--440},
year = {2011},
url = {https://doi.org/10.1007/s10723-011-9194-z},
doi = {10.1007/S10723-011-9194-Z},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/grid/EltetoGBS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/imst/Gouy-PaillerSLS11,
author = {C{\'{e}}dric Gouy{-}Pailler and
Mich{\`{e}}le Sebag and
Anthony Larue and
Antoine Souloumiac},
title = {Single trial variability in brain-computer interfaces based on motor
imagery: Learning in the presence of labeling noise},
journal = {Int. J. Imaging Syst. Technol.},
volume = {21},
number = {2},
pages = {148--157},
year = {2011},
url = {https://doi.org/10.1002/ima.20285},
doi = {10.1002/IMA.20285},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/imst/Gouy-PaillerSLS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccgrid/Germain-RenaudCGJLMNPS11,
author = {C{\'{e}}cile Germain{-}Renaud and
Alain Cady and
Philippe Gauron and
Michel Jouvin and
Charles Loomis and
Janusz Martyniak and
Julien Nauroy and
Guillaume Philippon and
Mich{\`{e}}le Sebag},
title = {The Grid Observatory},
booktitle = {11th {IEEE/ACM} International Symposium on Cluster, Cloud and Grid
Computing, CCGrid 2011, Newport Beach, CA, USA, May 23-26, 2011},
pages = {114--123},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/CCGrid.2011.68},
doi = {10.1109/CCGRID.2011.68},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccgrid/Germain-RenaudCGJLMNPS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecal/ChevallierBPS11,
author = {Sylvain Chevallier and
Nicolas Bred{\`{e}}che and
H{\'{e}}l{\`{e}}ne Paugam{-}Moisy and
Mich{\`{e}}le Sebag},
editor = {Tom Lenaerts and
Mario Giacobini and
Hugues Bersini and
Paul Bourgine and
Marco Dorigo and
Ren{\'{e}} Doursat},
title = {Emergence of temporal and spatial synchronous behaviors in a foraging
swarm},
booktitle = {Advances in Artificial Life: 20th Anniversary Edition - Back to the
Origins of Alife, {ECAL} 2011, Paris, France, August 8-12, 2011},
pages = {125--132},
publisher = {{MIT} Press},
year = {2011},
url = {http://mitpress.mit.edu/sites/default/files/titles/alife/0262297140chap22.pdf},
timestamp = {Thu, 07 Jul 2022 15:49:20 +0200},
biburl = {https://dblp.org/rec/conf/ecal/ChevallierBPS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emo/LoshchilovSS11,
author = {Ilya Loshchilov and
Marc Schoenauer and
Mich{\`{e}}le Sebag},
editor = {Ricardo H. C. Takahashi and
Kalyanmoy Deb and
Elizabeth F. Wanner and
Salvatore Greco},
title = {Not All Parents Are Equal for {MO-CMA-ES}},
booktitle = {Evolutionary Multi-Criterion Optimization - 6th International Conference,
{EMO} 2011, Ouro Preto, Brazil, April 5-8, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6576},
pages = {31--45},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-19893-9\_3},
doi = {10.1007/978-3-642-19893-9\_3},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emo/LoshchilovSS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/LoshchilovSS11,
author = {Ilya Loshchilov and
Marc Schoenauer and
Mich{\`{e}}le Sebag},
editor = {Natalio Krasnogor and
Pier Luca Lanzi},
title = {Adaptive coordinate descent},
booktitle = {13th Annual Genetic and Evolutionary Computation Conference, {GECCO}
2011, Proceedings, Dublin, Ireland, July 12-16, 2011},
pages = {885--892},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2001576.2001697},
doi = {10.1145/2001576.2001697},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/LoshchilovSS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iat/KounoMTBSSS11,
author = {Asuki Kouno and
Jean{-}Marc Montanier and
Shigeru Takano and
Nicolas Bred{\`{e}}che and
Marc Schoenauer and
Mich{\`{e}}le Sebag and
Einoshin Suzuki},
editor = {Olivier Boissier and
Jeffrey Bradshaw and
Longbing Cao and
Klaus Fischer and
Mohand{-}Said Hacid},
title = {On-Board Evolutionary Algorithm and Off-Line Rule Discovery for Column
Formation in Swarm Robotics},
booktitle = {Proceedings of the 2011 {IEEE/WIC/ACM} International Conference on
Intelligent Agent Technology, {IAT} 2011, Campus Scientifique de la
Doua, Lyon, France, August 22-27, 2011},
pages = {220--227},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/WI-IAT.2011.143},
doi = {10.1109/WI-IAT.2011.143},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iat/KounoMTBSSS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/MeunierSA11,
author = {David Meunier and
Mich{\`{e}}le Sebag and
Shin Ando},
editor = {Myra Spiliopoulou and
Haixun Wang and
Diane J. Cook and
Jian Pei and
Wei Wang and
Osmar R. Za{\"{\i}}ane and
Xindong Wu},
title = {Characterizing Anomalous Behaviors and Revising Robotic Controllers},
booktitle = {Data Mining Workshops (ICDMW), 2011 {IEEE} 11th International Conference
on, Vancouver, BC, Canada, December 11, 2011},
pages = {705--710},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICDMW.2011.45},
doi = {10.1109/ICDMW.2011.45},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/MeunierSA11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscis/MatsumotoSS11,
author = {Emi Matsumoto and
Mich{\`{e}}le Sebag and
Einoshin Suzuki},
editor = {Erol Gelenbe and
Ricardo Lent and
Georgia Sakellari},
title = {Using {SVM} to Avoid Humans: {A} Case of a Small Autonomous Mobile
Robot in an Office},
booktitle = {Computer and Information Sciences {II} - 26th International Symposium
on Computer and Information Sciences, London, UK, 26-28 September
2011},
pages = {283--287},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-1-4471-2155-8\_36},
doi = {10.1007/978-1-4471-2155-8\_36},
timestamp = {Sat, 16 Sep 2017 12:11:33 +0200},
biburl = {https://dblp.org/rec/conf/iscis/MatsumotoSS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/AkrourSS11,
author = {Riad Akrour and
Marc Schoenauer and
Mich{\`{e}}le Sebag},
editor = {Dimitrios Gunopulos and
Thomas Hofmann and
Donato Malerba and
Michalis Vazirgiannis},
title = {Preference-Based Policy Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2011, Athens, Greece, September 5-9, 2011. Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6911},
pages = {12--27},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23780-5\_11},
doi = {10.1007/978-3-642-23780-5\_11},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/AkrourSS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/CouetouxMBDST11,
author = {Adrien Cou{\"{e}}toux and
Mario Milone and
M{\'{a}}ty{\'{a}}s Brendel and
Hassen Doghmen and
Mich{\`{e}}le Sebag and
Olivier Teytaud},
editor = {Chun{-}Nan Hsu and
Wee Sun Lee},
title = {Continuous {RAVE}},
booktitle = {Proceedings of the 3rd Asian Conference on Machine Learning, {ACML}
2011, Taoyuan, Taiwan, November 13-15, 2011},
series = {{JMLR} Proceedings},
volume = {20},
pages = {19--31},
publisher = {JMLR.org},
year = {2011},
url = {http://proceedings.mlr.press/v20/couetoux11/couetoux11.pdf},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/CouetouxMBDST11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/amai/FialhoCSS10,
author = {{\'{A}}lvaro Fialho and
Lu{\'{\i}}s Da Costa and
Marc Schoenauer and
Mich{\`{e}}le Sebag},
title = {Analyzing bandit-based adaptive operator selection mechanisms},
journal = {Ann. Math. Artif. Intell.},
volume = {60},
number = {1-2},
pages = {25--64},
year = {2010},
url = {https://doi.org/10.1007/s10472-010-9213-y},
doi = {10.1007/S10472-010-9213-Y},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/amai/FialhoCSS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/BalcazarBGS10,
author = {Jos{\'{e}} L. Balc{\'{a}}zar and
Francesco Bonchi and
Aristides Gionis and
Mich{\`{e}}le Sebag},
title = {Guest editors' introduction: special issue of selected papers from
{ECML} {PKDD} 2010},
journal = {Data Min. Knowl. Discov.},
volume = {21},
number = {2},
pages = {221--223},
year = {2010},
url = {https://doi.org/10.1007/s10618-010-0192-8},
doi = {10.1007/S10618-010-0192-8},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/BalcazarBGS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BalcazarBGS10,
author = {Jos{\'{e}} L. Balc{\'{a}}zar and
Francesco Bonchi and
Aristides Gionis and
Mich{\`{e}}le Sebag},
title = {Special issue for {ECML} {PKDD} 2010: Guest editors' introduction},
journal = {Mach. Learn.},
volume = {81},
number = {1},
pages = {1--4},
year = {2010},
url = {https://doi.org/10.1007/s10994-010-5200-0},
doi = {10.1007/S10994-010-5200-0},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/BalcazarBGS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccgrid/EltetoGBS10,
author = {Tam{\'{a}}s {\'{E}}ltet{\"{o}} and
C{\'{e}}cile Germain{-}Renaud and
Pascal Bondon and
Mich{\`{e}}le Sebag},
title = {Discovering Piecewise Linear Models of Grid Workload},
booktitle = {10th {IEEE/ACM} International Conference on Cluster, Cloud and Grid
Computing, CCGrid 2010, 17-20 May 2010, Melbourne, Victoria, Australia},
pages = {474--484},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/CCGRID.2010.69},
doi = {10.1109/CCGRID.2010.69},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccgrid/EltetoGBS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/ArnoldPS10,
author = {Ludovic Arnold and
H{\'{e}}l{\`{e}}ne Paugam{-}Moisy and
Mich{\`{e}}le Sebag},
editor = {Helder Coelho and
Rudi Studer and
Michael J. Wooldridge},
title = {Unsupervised Layer-Wise Model Selection in Deep Neural Networks},
booktitle = {{ECAI} 2010 - 19th European Conference on Artificial Intelligence,
Lisbon, Portugal, August 16-20, 2010, Proceedings},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {215},
pages = {915--920},
publisher = {{IOS} Press},
year = {2010},
url = {https://doi.org/10.3233/978-1-60750-606-5-915},
doi = {10.3233/978-1-60750-606-5-915},
timestamp = {Fri, 26 Apr 2019 14:26:43 +0200},
biburl = {https://dblp.org/rec/conf/ecai/ArnoldPS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/LoshchilovSS10,
author = {Ilya Loshchilov and
Marc Schoenauer and
Mich{\`{e}}le Sebag},
editor = {Martin Pelikan and
J{\"{u}}rgen Branke},
title = {A mono surrogate for multiobjective optimization},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2010, Proceedings,
Portland, Oregon, USA, July 7-11, 2010},
pages = {471--478},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1830483.1830571},
doi = {10.1145/1830483.1830571},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/LoshchilovSS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/FialhoSS10,
author = {{\'{A}}lvaro Fialho and
Marc Schoenauer and
Mich{\`{e}}le Sebag},
editor = {Martin Pelikan and
J{\"{u}}rgen Branke},
title = {Toward comparison-based adaptive operator selection},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2010, Proceedings,
Portland, Oregon, USA, July 7-11, 2010},
pages = {767--774},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1830483.1830619},
doi = {10.1145/1830483.1830619},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/FialhoSS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/FialhoSS10a,
author = {{\'{A}}lvaro Fialho and
Marc Schoenauer and
Mich{\`{e}}le Sebag},
editor = {Martin Pelikan and
J{\"{u}}rgen Branke},
title = {Fitness-AUC bandit adaptive strategy selection vs. the probability
matching one within differential evolution: an empirical comparison
on the bbob-2010 noiseless testbed},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2010, Proceedings,
Portland, Oregon, USA, July 7-11, 2010, Companion Material},
pages = {1535--1542},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1830761.1830770},
doi = {10.1145/1830761.1830770},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/FialhoSS10a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/LoshchilovSS10a,
author = {Ilya Loshchilov and
Marc Schoenauer and
Mich{\`{e}}le Sebag},
editor = {Martin Pelikan and
J{\"{u}}rgen Branke},
title = {A pareto-compliant surrogate approach for multiobjective optimization},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2010, Proceedings,
Portland, Oregon, USA, July 7-11, 2010, Companion Material},
pages = {1979--1982},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1830761.1830839},
doi = {10.1145/1830761.1830839},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/LoshchilovSS10a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/grid/ZhangGS10,
author = {Xiangliang Zhang and
C{\'{e}}cile Germain and
Mich{\`{e}}le Sebag},
title = {Adaptively detecting changes in Autonomic Grid Computing},
booktitle = {Proceedings of the 2010 11th {IEEE/ACM} International Conference on
Grid Computing, Brussels, Belgium, October 25-29, 2010},
pages = {387--392},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/GRID.2010.5698017},
doi = {10.1109/GRID.2010.5698017},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/grid/ZhangGS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangWNS10,
author = {Xiangliang Zhang and
Wei Wang and
Kjetil N{\o}rv{\aa}g and
Mich{\`{e}}le Sebag},
editor = {Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {{K-AP:} Generating Specified {K} Clusters by Efficient Affinity Propagation},
booktitle = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining,
Sydney, Australia, 14-17 December 2010},
pages = {1187--1192},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDM.2010.107},
doi = {10.1109/ICDM.2010.107},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangWNS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclp/ArbelaezHS10,
author = {Alejandro Arbelaez and
Youssef Hamadi and
Mich{\`{e}}le Sebag},
editor = {Agostino Dovier and
Alessandro Dal Pal{\`{u}} and
Sebastian Will},
title = {Building Portfolios for the Protein Structure Prediction Problem},
booktitle = {Workshop on Constraint Based Methods for Bioinformatics, WCB10, Edinburgh,
UK, July 21, 2010},
series = {EPiC Series in Computing},
volume = {4},
pages = {2--7},
publisher = {EasyChair},
year = {2010},
url = {https://doi.org/10.29007/dnbk},
doi = {10.29007/DNBK},
timestamp = {Sun, 15 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclp/ArbelaezHS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GaudelS10,
author = {Romaric Gaudel and
Mich{\`{e}}le Sebag},
editor = {Johannes F{\"{u}}rnkranz and
Thorsten Joachims},
title = {Feature Selection as a One-Player Game},
booktitle = {Proceedings of the 27th International Conference on Machine Learning
(ICML-10), June 21-24, 2010, Haifa, Israel},
pages = {359--366},
publisher = {Omnipress},
year = {2010},
url = {https://icml.cc/Conferences/2010/papers/247.pdf},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/GaudelS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/ArbelaezHS10,
author = {Alejandro Arbelaez and
Youssef Hamadi and
Mich{\`{e}}le Sebag},
title = {Continuous Search in Constraint Programming},
booktitle = {22nd {IEEE} International Conference on Tools with Artificial Intelligence,
{ICTAI} 2010, Arras, France, 27-29 October 2010 - Volume 1},
pages = {53--60},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICTAI.2010.17},
doi = {10.1109/ICTAI.2010.17},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ictai/ArbelaezHS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChevallierPS10,
author = {Sylvain Chevallier and
H{\'{e}}l{\`{e}}ne Paugam{-}Moisy and
Mich{\`{e}}le Sebag},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {SpikeAnts, a spiking neuron network modelling the emergence of organization
in a complex system},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {379--387},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/7c9d0b1f96aebd7b5eca8c3edaa19ebb-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/ChevallierPS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/FialhoRSS10,
author = {{\'{A}}lvaro Fialho and
Raymond Ros and
Marc Schoenauer and
Mich{\`{e}}le Sebag},
editor = {Robert Schaefer and
Carlos Cotta and
Joanna Kolodziej and
G{\"{u}}nter Rudolph},
title = {Comparison-Based Adaptive Strategy Selection with Bandits in Differential
Evolution},
booktitle = {Parallel Problem Solving from Nature - {PPSN} XI, 11th International
Conference, Krak{\'{o}}w, Poland, September 11-15, 2010, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6238},
pages = {194--203},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15844-5\_20},
doi = {10.1007/978-3-642-15844-5\_20},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/FialhoRSS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/DelarboulasSS10,
author = {Pierre Delarboulas and
Marc Schoenauer and
Mich{\`{e}}le Sebag},
editor = {Robert Schaefer and
Carlos Cotta and
Joanna Kolodziej and
G{\"{u}}nter Rudolph},
title = {Open-Ended Evolutionary Robotics: An Information Theoretic Approach},
booktitle = {Parallel Problem Solving from Nature - {PPSN} XI, 11th International
Conference, Krak{\'{o}}w, Poland, September 11-15, 2010, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6238},
pages = {334--343},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15844-5\_34},
doi = {10.1007/978-3-642-15844-5\_34},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/DelarboulasSS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/LoshchilovSS10,
author = {Ilya Loshchilov and
Marc Schoenauer and
Mich{\`{e}}le Sebag},
editor = {Robert Schaefer and
Carlos Cotta and
Joanna Kolodziej and
G{\"{u}}nter Rudolph},
title = {Comparison-Based Optimizers Need Comparison-Based Surrogates},
booktitle = {Parallel Problem Solving from Nature - {PPSN} XI, 11th International
Conference, Krak{\'{o}}w, Poland, September 11-15, 2010, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6238},
pages = {364--373},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15844-5\_37},
doi = {10.1007/978-3-642-15844-5\_37},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/LoshchilovSS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/seal/LoshchilovSS10,
author = {Ilya Loshchilov and
Marc Schoenauer and
Mich{\`{e}}le Sebag},
editor = {Kalyanmoy Deb and
Arnab Bhattacharya and
Nirupam Chakraborti and
Partha Chakroborty and
Swagatam Das and
Joydeep Dutta and
Santosh K. Gupta and
Ashu Jain and
Varun Aggarwal and
J{\"{u}}rgen Branke and
Sushil J. Louis and
Kay Chen Tan},
title = {Dominance-Based Pareto-Surrogate for Multi-Objective Optimization},
booktitle = {Simulated Evolution and Learning - 8th International Conference, {SEAL}
2010, Kanpur, India, December 1-4, 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6457},
pages = {230--239},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-17298-4\_24},
doi = {10.1007/978-3-642-17298-4\_24},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/seal/LoshchilovSS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2010-1,
editor = {Jos{\'{e}} L. Balc{\'{a}}zar and
Francesco Bonchi and
Aristides Gionis and
Mich{\`{e}}le Sebag},
title = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML} {PKDD} 2010, Barcelona, Spain, September 20-24, 2010, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6321},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15880-3},
doi = {10.1007/978-3-642-15880-3},
isbn = {978-3-642-15879-7},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/2010-1.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2010-2,
editor = {Jos{\'{e}} L. Balc{\'{a}}zar and
Francesco Bonchi and
Aristides Gionis and
Mich{\`{e}}le Sebag},
title = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML} {PKDD} 2010, Barcelona, Spain, September 20-24, 2010, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6322},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15883-4},
doi = {10.1007/978-3-642-15883-4},
isbn = {978-3-642-15882-7},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/2010-2.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/pkdd/2010-3,
editor = {Jos{\'{e}} L. Balc{\'{a}}zar and
Francesco Bonchi and
Aristides Gionis and
Mich{\`{e}}le Sebag},
title = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML} {PKDD} 2010, Barcelona, Spain, September 20-24, 2010, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {6323},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15939-8},
doi = {10.1007/978-3-642-15939-8},
isbn = {978-3-642-15938-1},
timestamp = {Fri, 25 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/2010-3.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/SaittaS10,
author = {Lorenza Saitta and
Mich{\`{e}}le Sebag},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Grammatical Inference},
booktitle = {Encyclopedia of Machine Learning},
pages = {458},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_346},
doi = {10.1007/978-0-387-30164-8\_346},
timestamp = {Wed, 14 Nov 2018 10:51:34 +0100},
biburl = {https://dblp.org/rec/reference/ml/SaittaS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/Sebag10,
author = {Mich{\`{e}}le Sebag},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Nonstandard Criteria in Evolutionary Learning},
booktitle = {Encyclopedia of Machine Learning},
pages = {722--731},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_599},
doi = {10.1007/978-0-387-30164-8\_599},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/Sebag10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:reference/ml/SaittaS10a,
author = {Lorenza Saitta and
Mich{\`{e}}le Sebag},
editor = {Claude Sammut and
Geoffrey I. Webb},
title = {Phase Transitions in Machine Learning},
booktitle = {Encyclopedia of Machine Learning},
pages = {767--773},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-0-387-30164-8\_635},
doi = {10.1007/978-0-387-30164-8\_635},
timestamp = {Wed, 12 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/reference/ml/SaittaS10a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1006-4959,
author = {Pierre Delarboulas and
Marc Schoenauer and
Mich{\`{e}}le Sebag},
title = {Open-Ended Evolutionary Robotics: an Information Theoretic Approach},
journal = {CoRR},
volume = {abs/1006.4959},
year = {2010},
url = {http://arxiv.org/abs/1006.4959},
eprinttype = {arXiv},
eprint = {1006.4959},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1006-4959.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccgrid/ZhangSG09,
author = {Xiangliang Zhang and
Mich{\`{e}}le Sebag and
C{\'{e}}cile Germain{-}Renaud},
editor = {Franck Cappello and
Cho{-}Li Wang and
Rajkumar Buyya},
title = {Multi-scale Real-Time Grid Monitoring with Job Stream Mining},
booktitle = {9th {IEEE/ACM} International Symposium on Cluster Computing and the
Grid, CCGrid 2009, Shanghai, China, 18-21 May 2009},
pages = {420--427},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/CCGRID.2009.20},
doi = {10.1109/CCGRID.2009.20},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccgrid/ZhangSG09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/MaturanaFSSS09,
author = {Jorge Maturana and
{\'{A}}lvaro Fialho and
Fr{\'{e}}d{\'{e}}ric Saubion and
Marc Schoenauer and
Mich{\`{e}}le Sebag},
title = {Extreme compass and Dynamic Multi-Armed Bandits for Adaptive Operator
Selection},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2009, Trondheim, Norway, 18-21 May, 2009},
pages = {365--372},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/CEC.2009.4982970},
doi = {10.1109/CEC.2009.4982970},
timestamp = {Thu, 16 Dec 2021 14:01:55 +0100},
biburl = {https://dblp.org/rec/conf/cec/MaturanaFSSS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/HartlandBS09,
author = {C{\'{e}}dric Hartland and
Nicolas Bred{\`{e}}che and
Mich{\`{e}}le Sebag},
title = {Memory-enhanced Evolutionary Robotics: The Echo State Network Approach},
booktitle = {Proceedings of the {IEEE} Congress on Evolutionary Computation, {CEC}
2009, Trondheim, Norway, 18-21 May, 2009},
pages = {2788--2795},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/CEC.2009.4983292},
doi = {10.1109/CEC.2009.4983292},
timestamp = {Tue, 24 Oct 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cec/HartlandBS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/FialhoSS09,
author = {{\'{A}}lvaro Fialho and
Marc Schoenauer and
Mich{\`{e}}le Sebag},
editor = {Franz Rothlauf},
title = {Analysis of adaptive operator selection techniques on the royal road
and long k-path problems},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2009, Proceedings,
Montreal, Qu{\'{e}}bec, Canada, July 8-12, 2009},
pages = {779--786},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1569901.1570009},
doi = {10.1145/1569901.1570009},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/FialhoSS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/RoletST09,
author = {Philippe Rolet and
Mich{\`{e}}le Sebag and
Olivier Teytaud},
editor = {Franz Rothlauf},
title = {Optimal robust expensive optimization is tractable},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2009, Proceedings,
Montreal, Qu{\'{e}}bec, Canada, July 8-12, 2009},
pages = {1951--1956},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1569901.1570255},
doi = {10.1145/1569901.1570255},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/RoletST09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/FialhoCSS09,
author = {{\'{A}}lvaro Fialho and
Lu{\'{\i}}s Da Costa and
Marc Schoenauer and
Mich{\`{e}}le Sebag},
editor = {Franz Rothlauf},
title = {Extreme: dynamic multi-armed bandits for adaptive operator selection},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2009, Proceedings,
Montreal, Qu{\'{e}}bec, Canada, July 8-12, 2009, Companion Material},
pages = {2213--2216},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1570256.1570305},
doi = {10.1145/1570256.1570305},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/FialhoCSS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/ZhangFPGS09,
author = {Xiangliang Zhang and
Cyril Furtlehner and
Julien Perez and
C{\'{e}}cile Germain{-}Renaud and
Mich{\`{e}}le Sebag},
editor = {John F. Elder IV and
Fran{\c{c}}oise Fogelman{-}Souli{\'{e}} and
Peter A. Flach and
Mohammed Javeed Zaki},
title = {Toward autonomic grids: analyzing the job flow with affinity streaming},
booktitle = {Proceedings of the 15th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Paris, France, June 28 - July
1, 2009},
pages = {987--996},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1557019.1557126},
doi = {10.1145/1557019.1557126},
timestamp = {Mon, 07 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/ZhangFPGS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lion/FialhoCSS09,
author = {{\'{A}}lvaro Fialho and
Lu{\'{\i}}s Da Costa and
Marc Schoenauer and
Mich{\`{e}}le Sebag},
editor = {Thomas St{\"{u}}tzle},
title = {Dynamic Multi-Armed Bandits and Extreme Value-Based Rewards for Adaptive
Operator Selection in Evolutionary Algorithms},
booktitle = {Learning and Intelligent Optimization, Third International Conference,
{LION} 3, Trento, Italy, January 14-18, 2009. Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {5851},
pages = {176--190},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-11169-3\_13},
doi = {10.1007/978-3-642-11169-3\_13},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/lion/FialhoCSS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RoletST09,
author = {Philippe Rolet and
Mich{\`{e}}le Sebag and
Olivier Teytaud},
editor = {Wray L. Buntine and
Marko Grobelnik and
Dunja Mladenic and
John Shawe{-}Taylor},
title = {Boosting Active Learning to Optimality: {A} Tractable Monte-Carlo,
Billiard-Based Algorithm},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML} {PKDD} 2009, Bled, Slovenia, September 7-11, 2009, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {5782},
pages = {302--317},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04174-7\_20},
doi = {10.1007/978-3-642-04174-7\_20},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/RoletST09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0910-1800,
author = {Cyril Furtlehner and
Mich{\`{e}}le Sebag and
Xiangliang Zhang},
title = {Scaling Analysis of Affinity Propagation},
journal = {CoRR},
volume = {abs/0910.1800},
year = {2009},
url = {http://arxiv.org/abs/0910.1800},
eprinttype = {arXiv},
eprint = {0910.1800},
timestamp = {Mon, 07 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0910-1800.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jiis/CornuejolsS08,
author = {Antoine Cornu{\'{e}}jols and
Mich{\`{e}}le Sebag},
title = {A note on phase transitions and computational pitfalls of learning
from sequences},
journal = {J. Intell. Inf. Syst.},
volume = {31},
number = {2},
pages = {177--189},
year = {2008},
url = {https://doi.org/10.1007/s10844-008-0063-6},
doi = {10.1007/S10844-008-0063-6},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jiis/CornuejolsS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/TermierRSOWM08,
author = {Alexandre Termier and
Marie{-}Christine Rousset and
Mich{\`{e}}le Sebag and
Kouzou Ohara and
Takashi Washio and
Hiroshi Motoda},
title = {DryadeParent, An Efficient and Robust Closed Attribute Tree Mining
Algorithm},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {20},
number = {3},
pages = {300--320},
year = {2008},
url = {https://doi.org/10.1109/TKDE.2007.190695},
doi = {10.1109/TKDE.2007.190695},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/TermierRSOWM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/DaCostaFSS08,
author = {Lu{\'{\i}}s Da Costa and
{\'{A}}lvaro Fialho and
Marc Schoenauer and
Mich{\`{e}}le Sebag},
editor = {Conor Ryan and
Maarten Keijzer},
title = {Adaptive operator selection with dynamic multi-armed bandits},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2008, Proceedings,
Atlanta, GA, USA, July 12-16, 2008},
pages = {913--920},
publisher = {{ACM}},
year = {2008},
url = {https://doi.org/10.1145/1389095.1389272},
doi = {10.1145/1389095.1389272},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/gecco/DaCostaFSS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ZhangFS08,
author = {Xiangliang Zhang and
Cyril Furtlehner and
Mich{\`{e}}le Sebag},
editor = {Walter Daelemans and
Bart Goethals and
Katharina Morik},
title = {Data Streaming with Affinity Propagation},
booktitle = {Machine Learning and Knowledge Discovery in Databases, European Conference,
{ECML/PKDD} 2008, Antwerp, Belgium, September 15-19, 2008, Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {5212},
pages = {628--643},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87481-2\_41},
doi = {10.1007/978-3-540-87481-2\_41},
timestamp = {Mon, 07 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ZhangFS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/FialhoCSS08,
author = {{\'{A}}lvaro Fialho and
Lu{\'{\i}}s Da Costa and
Marc Schoenauer and
Mich{\`{e}}le Sebag},
editor = {G{\"{u}}nter Rudolph and
Thomas Jansen and
Simon M. Lucas and
Carlo Poloni and
Nicola Beume},
title = {Extreme Value Based Adaptive Operator Selection},
booktitle = {Parallel Problem Solving from Nature - {PPSN} X, 10th International
Conference Dortmund, Germany, September 13-17, 2008, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5199},
pages = {175--184},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-87700-4\_18},
doi = {10.1007/978-3-540-87700-4\_18},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/FialhoCSS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/stairs/ZhangFS08,
author = {Xiangliang Zhang and
Cyril Furtlehner and
Mich{\`{e}}le Sebag},
editor = {Amedeo Cesta and
Nikos Fakotakis},
title = {Distributed and Incremental Clustering Based on Weighted Affinity
Propagation},
booktitle = {{STAIRS} 2008 - Proceedings of the Fourth Starting {AI} Researchers'
Symposium, Patras, Greece, 21-25 July, 2008},
series = {Frontiers in Artificial Intelligence and Applications},
volume = {179},
pages = {199--210},
publisher = {{IOS} Press},
year = {2008},
url = {https://doi.org/10.3233/978-1-58603-893-9-199},
doi = {10.3233/978-1-58603-893-9-199},
timestamp = {Mon, 07 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/stairs/ZhangFS08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dagstuhl/BaskiotisSG08,
author = {Nicolas Baskiotis and
Mich{\`{e}}le Sebag and
Marie{-}Claude Gaudel},
editor = {Holger Schlingloff and
Tanja E. J. Vos and
Joachim Wegener},
title = {SoftwareTesting with Active Learning in a Graph},
booktitle = {Evolutionary Test Generation, 24.08. - 29.08.2008},
series = {Dagstuhl Seminar Proceedings},
volume = {08351},
publisher = {Schloss Dagstuhl - Leibniz-Zentrum f{\"{u}}r Informatik, Germany},
year = {2008},
url = {http://drops.dagstuhl.de/opus/volltexte/2009/2014/},
timestamp = {Thu, 10 Jun 2021 13:02:07 +0200},
biburl = {https://dblp.org/rec/conf/dagstuhl/BaskiotisSG08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/GagneSST07,
author = {Christian Gagn{\'{e}} and
Mich{\`{e}}le Sebag and
Marc Schoenauer and
Marco Tomassini},
editor = {Hod Lipson},
title = {Ensemble learning for free with evolutionary algorithms?},
booktitle = {Genetic and Evolutionary Computation Conference, {GECCO} 2007, Proceedings,
London, England, UK, July 7-11, 2007},
pages = {1782--1789},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1276958.1277317},
doi = {10.1145/1276958.1277317},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/gecco/GagneSST07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhangSG07,
author = {Xiangliang Zhang and
Mich{\`{e}}le Sebag and
C{\'{e}}cile Germain},
title = {Toward Behavioral Modeling of a Grid System: Mining the Logging and
Bookkeeping Files},
booktitle = {Workshops Proceedings of the 7th {IEEE} International Conference on
Data Mining {(ICDM} 2007), October 28-31, 2007, Omaha, Nebraska, {USA}},
pages = {581--588},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICDMW.2007.52},
doi = {10.1109/ICDMW.2007.52},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhangSG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/BaskiotisSGG07,
author = {Nicolas Baskiotis and
Mich{\`{e}}le Sebag and
Marie{-}Claude Gaudel and
Sandrine{-}Dominique Gouraud},
editor = {Manuela M. Veloso},
title = {A Machine Learning Approach for Statistical Software Testing},
booktitle = {{IJCAI} 2007, Proceedings of the 20th International Joint Conference
on Artificial Intelligence, Hyderabad, India, January 6-12, 2007},
pages = {2274--2279},
year = {2007},
url = {http://ijcai.org/Proceedings/07/Papers/366.pdf},
timestamp = {Tue, 20 Aug 2019 16:17:11 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/BaskiotisSGG07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ilp/BaskiotisS07,
author = {Nicolas Baskiotis and
Mich{\`{e}}le Sebag},
editor = {Hendrik Blockeel and
Jan Ramon and
Jude W. Shavlik and
Prasad Tadepalli},
title = {Structural Statistical Software Testing with Active Learning in a
Graph},
booktitle = {Inductive Logic Programming, 17th International Conference, {ILP}
2007, Corvallis, OR, USA, June 19-21, 2007, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {4894},
pages = {49--62},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-78469-2\_9},
doi = {10.1007/978-3-540-78469-2\_9},
timestamp = {Thu, 14 Oct 2021 10:29:24 +0200},
biburl = {https://dblp.org/rec/conf/ilp/BaskiotisS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ilp/GaudelSC07,
author = {Romaric Gaudel and
Mich{\`{e}}le Sebag and
Antoine Cornu{\'{e}}jols},
editor = {Hendrik Blockeel and
Jan Ramon and
Jude W. Shavlik and
Prasad Tadepalli},
title = {A Phase Transition-Based Perspective on Multiple Instance Kernels},
booktitle = {Inductive Logic Programming, 17th International Conference, {ILP}
2007, Corvallis, OR, USA, June 19-21, 2007, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {4894},
pages = {112--121},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-78469-2\_14},
doi = {10.1007/978-3-540-78469-2\_14},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ilp/GaudelSC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dagstuhl/BaskiotisS07,
author = {Nicolas Baskiotis and
Mich{\`{e}}le Sebag},
editor = {Luc De Raedt and
Thomas G. Dietterich and
Lise Getoor and
Kristian Kersting and
Stephen H. Muggleton},
title = {Structural Sampling for Statistical Software Testing},
booktitle = {Probabilistic, Logical and Relational Learning - {A} Further Synthesis,
15.04. - 20.04.2007},
series = {Dagstuhl Seminar Proceedings},
volume = {07161},
publisher = {Internationales Begegnungs- und Forschungszentrum fuer Informatik
(IBFI), Schloss Dagstuhl, Germany},
year = {2007},
url = {http://drops.dagstuhl.de/opus/volltexte/2008/1387},
timestamp = {Sat, 30 Apr 2022 12:43:31 +0200},
biburl = {https://dblp.org/rec/conf/dagstuhl/BaskiotisS07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0704-3905,
author = {Christian Gagn{\'{e}} and
Mich{\`{e}}le Sebag and
Marc Schoenauer and
Marco Tomassini},
title = {Ensemble Learning for Free with Evolutionary Algorithms ?},
journal = {CoRR},
volume = {abs/0704.3905},
year = {2007},
url = {http://arxiv.org/abs/0704.3905},
eprinttype = {arXiv},
eprint = {0704.3905},
timestamp = {Mon, 02 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0704-3905.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-0705-1244,
author = {Nicolas Godzik and
Marc Schoenauer and
Mich{\`{e}}le Sebag},
title = {Evolving Symbolic Controllers},
journal = {CoRR},
volume = {abs/0705.1244},
year = {2007},
url = {http://arxiv.org/abs/0705.1244},
eprinttype = {arXiv},
eprint = {0705.1244},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0705-1244.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/KrmicekS06,
author = {Vojtech Krmicek and
Mich{\`{e}}le Sebag},
editor = {Thomas Philip Runarsson and
Hans{-}Georg Beyer and
Edmund K. Burke and
Juan Juli{\'{a}}n Merelo Guerv{\'{o}}s and
L. Darrell Whitley and
Xin Yao},
title = {Functional Brain Imaging with Multi-objective Multi-modal Evolutionary
Optimization},
booktitle = {Parallel Problem Solving from Nature - {PPSN} IX, 9th International
Conference, Reykjavik, Iceland, September 9-13, 2006, Procedings},
series = {Lecture Notes in Computer Science},
volume = {4193},
pages = {382--391},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11844297\_39},
doi = {10.1007/11844297\_39},
timestamp = {Sun, 25 Jul 2021 11:46:24 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/KrmicekS06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/GagneSST06,
author = {Christian Gagn{\'{e}} and
Marc Schoenauer and
Mich{\`{e}}le Sebag and
Marco Tomassini},
editor = {Thomas Philip Runarsson and
Hans{-}Georg Beyer and
Edmund K. Burke and
Juan Juli{\'{a}}n Merelo Guerv{\'{o}}s and
L. Darrell Whitley and
Xin Yao},
title = {Genetic Programming for Kernel-Based Learning with Co-evolving Subsets
Selection},
booktitle = {Parallel Problem Solving from Nature - {PPSN} IX, 9th International
Conference, Reykjavik, Iceland, September 9-13, 2006, Procedings},
series = {Lecture Notes in Computer Science},
volume = {4193},
pages = {1008--1017},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11844297\_102},
doi = {10.1007/11844297\_102},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/GagneSST06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-cs-0602021,
author = {Marc Schoenauer and
Mich{\`{e}}le Sebag},
title = {Using Domain Knowledge in Evolutionary System Identification},
journal = {CoRR},
volume = {abs/cs/0602021},
year = {2006},
url = {http://arxiv.org/abs/cs/0602021},
eprinttype = {arXiv},
eprint = {cs/0602021},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-cs-0602021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-cs-0602022,
author = {Alain Ratle and
Mich{\`{e}}le Sebag},
title = {Avoiding the Bloat with Stochastic Grammar-based Genetic Programming},
journal = {CoRR},
volume = {abs/cs/0602022},
year = {2006},
url = {http://arxiv.org/abs/cs/0602022},
eprinttype = {arXiv},
eprint = {cs/0602022},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-cs-0602022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-cs-0611135,
author = {Christian Gagn{\'{e}} and
Marc Schoenauer and
Mich{\`{e}}le Sebag and
Marco Tomassini},
title = {Genetic Programming for Kernel-based Learning with Co-evolving Subsets
Selection},
journal = {CoRR},
volume = {abs/cs/0611135},
year = {2006},
url = {http://arxiv.org/abs/cs/0611135},
eprinttype = {arXiv},
eprint = {cs/0611135},
timestamp = {Mon, 02 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-cs-0611135.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-cs-0611138,
author = {Vojtech Krmicek and
Mich{\`{e}}le Sebag},
title = {Functional Brain Imaging with Multi-Objective Multi-Modal Evolutionary
Optimization},
journal = {CoRR},
volume = {abs/cs/0611138},
year = {2006},
url = {http://arxiv.org/abs/cs/0611138},
eprinttype = {arXiv},
eprint = {cs/0611138},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-cs-0611138.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cfap/PernotCS05,
author = {Nicolas Pernot and
Antoine Cornu{\'{e}}jols and
Mich{\`{e}}le Sebag},
editor = {Fran{\c{c}}ois Denis},
title = {Phase transitions in grammatical inference},
booktitle = {Actes de {CAP} 05, Conf{\'{e}}rence francophone sur l'apprentissage
automatique - 2005, Nice, France, du 31 mai au 3 juin 2005},
pages = {49--60},
publisher = {{PUG}},
year = {2005},
timestamp = {Wed, 29 Jun 2005 08:39:22 +0200},
biburl = {https://dblp.org/rec/conf/cfap/PernotCS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cfap/GellyBS05,
author = {Sylvain Gelly and
Nicolas Bred{\`{e}}che and
Mich{\`{e}}le Sebag},
editor = {Fran{\c{c}}ois Denis},
title = {{HMM} hi{\'{e}}rarchiques et factoris{\'{e}}s: m{\'{e}}canisme
d'inf{\'{e}}rence et apprentissage {\`{a}} partir de peu de donn{\'{e}}es},
booktitle = {Actes de {CAP} 05, Conf{\'{e}}rence francophone sur l'apprentissage
automatique - 2005, Nice, France, du 31 mai au 3 juin 2005},
pages = {143--144},
publisher = {{PUG}},
year = {2005},
timestamp = {Tue, 24 Oct 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cfap/GellyBS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cfap/BaskiotisST05,
author = {Nicolas Baskiotis and
Mich{\`{e}}le Sebag and
Olivier Teytaud},
editor = {Fran{\c{c}}ois Denis},
title = {Syst{\`{e}}mes inductifs-d{\'{e}}ductifs: une approche statistique},
booktitle = {Actes de {CAP} 05, Conf{\'{e}}rence francophone sur l'apprentissage
automatique - 2005, Nice, France, du 31 mai au 3 juin 2005},
pages = {145--146},
publisher = {{PUG}},
year = {2005},
timestamp = {Wed, 29 Jun 2005 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cfap/BaskiotisST05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cfap/TarrissonSTLB05,
author = {Nicolas Tarrisson and
Mich{\`{e}}le Sebag and
Olivier Teytaud and
Julien Lef{\`{e}}vre and
Sylvain Baillet},
editor = {Fran{\c{c}}ois Denis},
title = {Multi-objective Multi-modal Optimization for Mining Spatio-temporal
Patterns},
booktitle = {Actes de {CAP} 05, Conf{\'{e}}rence francophone sur l'apprentissage
automatique - 2005, Nice, France, du 31 mai au 3 juin 2005},
pages = {217--230},
publisher = {{PUG}},
year = {2005},
timestamp = {Wed, 05 Oct 2016 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cfap/TarrissonSTLB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/evoW/MarchioriS05,
author = {Elena Marchiori and
Mich{\`{e}}le Sebag},
editor = {Franz Rothlauf and
J{\"{u}}rgen Branke and
Stefano Cagnoni and
David W. Corne and
Rolf Drechsler and
Yaochu Jin and
Penousal Machado and
Elena Marchiori and
Juan Romero and
George D. Smith and
Giovanni Squillero},
title = {Bayesian Learning with Local Support Vector Machines for Cancer Classification
with Gene Expression Data},
booktitle = {Applications of Evolutionary Computing, EvoWorkshops 2005: EvoBIO,
EvoCOMNET, EvoHOT, EvoIASP, EvoMUSART, and EvoSTOC, Lausanne, Switzerland,
March 30 - April 1, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3449},
pages = {74--83},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/978-3-540-32003-6\_8},
doi = {10.1007/978-3-540-32003-6\_8},
timestamp = {Tue, 14 May 2019 10:00:37 +0200},
biburl = {https://dblp.org/rec/conf/evoW/MarchioriS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/GellySB05,
author = {Sylvain Gelly and
Mich{\`{e}}le Sebag and
Nicolas Bred{\`{e}}che},
editor = {Jean{-}Marc Petit and
Nicole Vincent and
Florence Cloppet},
title = {Inf{\'{e}}rence dans les {HMM} hi{\'{e}}rarchiques et factoris{\'{e}}s
: changement de repr{\'{e}}sentation vers le formalisme des R{\'{e}}seaux
Bay{\'{e}}siens},
booktitle = {Extraction des connaissances : Etat et perspectives (Ateliers de la
conf{\'{e}}rence EGC'2005)},
series = {{RNTI}},
volume = {{E-5}},
pages = {57--60},
publisher = {C{\'{e}}padu{\`{e}}s-{\'{E}}ditions},
year = {2005},
url = {http://editions-rnti.fr/?inprocid=1000216},
timestamp = {Tue, 24 Oct 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/GellySB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TermierRSOWM05,
author = {Alexandre Termier and
Marie{-}Christine Rousset and
Mich{\`{e}}le Sebag and
Kouzou Ohara and
Takashi Washio and
Hiroshi Motoda},
title = {Efficient Mining of High Branching Factor Attribute Trees},
booktitle = {Proceedings of the 5th {IEEE} International Conference on Data Mining
{(ICDM} 2005), 27-30 November 2005, Houston, Texas, {USA}},
pages = {785--788},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/ICDM.2005.55},
doi = {10.1109/ICDM.2005.55},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/TermierRSOWM05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/PernotCS05,
author = {Nicolas Pernot and
Antoine Cornu{\'{e}}jols and
Mich{\`{e}}le Sebag},
editor = {Leslie Pack Kaelbling and
Alessandro Saffiotti},
title = {Phase Transitions within Grammatical Inference},
booktitle = {IJCAI-05, Proceedings of the Nineteenth International Joint Conference
on Artificial Intelligence, Edinburgh, Scotland, UK, July 30 - August
5, 2005},
pages = {811--816},
publisher = {Professional Book Center},
year = {2005},
url = {http://ijcai.org/Proceedings/05/Papers/1464.pdf},
timestamp = {Tue, 20 Aug 2019 16:16:29 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/PernotCS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/SebagTTLB05,
author = {Mich{\`{e}}le Sebag and
Nicolas Tarrisson and
Olivier Teytaud and
Julien Lef{\`{e}}vre and
Sylvain Baillet},
editor = {Leslie Pack Kaelbling and
Alessandro Saffiotti},
title = {A Multi-Objective Multi-Modal Optimization Approach for Mining Stable
Spatio-Temporal Patterns},
booktitle = {IJCAI-05, Proceedings of the Nineteenth International Joint Conference
on Artificial Intelligence, Edinburgh, Scotland, UK, July 30 - August
5, 2005},
pages = {859--864},
publisher = {Professional Book Center},
year = {2005},
url = {http://ijcai.org/Proceedings/05/Papers/1077.pdf},
timestamp = {Tue, 20 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/SebagTTLB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sara/GellyBS05,
author = {Sylvain Gelly and
Nicolas Bred{\`{e}}che and
Mich{\`{e}}le Sebag},
editor = {Jean{-}Daniel Zucker and
Lorenza Saitta},
title = {From Factorial and Hierarchical {HMM} to Bayesian Network: {A} Representation
Change Algorithm},
booktitle = {Abstraction, Reformulation and Approximation, 6th International Symposium,
{SARA} 2005, Airth Castle, Scotland, UK, July 26-29, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3607},
pages = {107--120},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11527862\_8},
doi = {10.1007/11527862\_8},
timestamp = {Tue, 14 May 2019 10:00:38 +0200},
biburl = {https://dblp.org/rec/conf/sara/GellyBS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-cs-0511093,
author = {Yann Semet and
Sylvain Gelly and
Marc Schoenauer and
Mich{\`{e}}le Sebag},
title = {Artificial Agents and Speculative Bubbles},
journal = {CoRR},
volume = {abs/cs/0511093},
year = {2005},
url = {http://arxiv.org/abs/cs/0511093},
eprinttype = {arXiv},
eprint = {cs/0511093},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-cs-0511093.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-cs-0512050,
author = {J{\'{e}}r{\^{o}}me Az{\'{e}} and
Mathieu Roche and
Yves Kodratoff and
Mich{\`{e}}le Sebag},
title = {Preference Learning in Terminology Extraction: {A} ROC-based approach},
journal = {CoRR},
volume = {abs/cs/0512050},
year = {2005},
url = {http://arxiv.org/abs/cs/0512050},
eprinttype = {arXiv},
eprint = {cs/0512050},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-cs-0512050.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/MalobertiS04,
author = {J{\'{e}}r{\^{o}}me Maloberti and
Mich{\`{e}}le Sebag},
title = {Fast Theta-Subsumption with Constraint Satisfaction Algorithms},
journal = {Mach. Learn.},
volume = {55},
number = {2},
pages = {137--174},
year = {2004},
url = {https://doi.org/10.1023/B:MACH.0000023150.80092.40},
doi = {10.1023/B:MACH.0000023150.80092.40},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/MalobertiS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cibcb/JongMSV04,
author = {Kees Jong and
Elena Marchiori and
Mich{\`{e}}le Sebag and
Aad van der Vaart},
title = {Feature selection in proteomic pattern data with support vector machines},
booktitle = {Proceedings of the 2004 {IEEE} Symposium on Computational Intelligence
in Bioinformatics and Computational Biology, {CIBCB} 2004, La Jolla,
CA, USA, October 7-8, 2004},
pages = {41--48},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/CIBCB.2004.1393930},
doi = {10.1109/CIBCB.2004.1393930},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/cibcb/JongMSV04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TermierRS04,
author = {Alexandre Termier and
Marie{-}Christine Rousset and
Mich{\`{e}}le Sebag},
title = {{DRYADE:} {A} New Approach for Discovering Closed Frequent Trees in
Heterogeneous Tree Databases},
booktitle = {Proceedings of the 4th {IEEE} International Conference on Data Mining
{(ICDM} 2004), 1-4 November 2004, Brighton, {UK}},
pages = {543--546},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/ICDM.2004.10078},
doi = {10.1109/ICDM.2004.10078},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/TermierRS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BaskiotisS04,
author = {Nicolas Baskiotis and
Mich{\`{e}}le Sebag},
editor = {Carla E. Brodley},
title = {{C4.5} competence map: a phase transition-inspired approach},
booktitle = {Machine Learning, Proceedings of the Twenty-first International Conference
{(ICML} 2004), Banff, Alberta, Canada, July 4-8, 2004},
series = {{ACM} International Conference Proceeding Series},
volume = {69},
publisher = {{ACM}},
year = {2004},
url = {https://doi.org/10.1145/1015330.1015398},
doi = {10.1145/1015330.1015398},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BaskiotisS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijit/AzeRKS04,
author = {J{\'{e}}r{\^{o}}me Az{\'{e}} and
Mathieu Roche and
Yves Kodratoff and
Mich{\`{e}}le Sebag},
editor = {Ali Okatan},
title = {Learning to Order Terms: Supervised Interestingness Measures in Terminology
Extraction},
booktitle = {International Conference on Computational Intelligence, {ICCI} 2004,
December 17-19, 2004, Istanbul, Turkey, Proceedings},
pages = {478--481},
publisher = {International Computational Intelligence Society},
year = {2004},
timestamp = {Thu, 03 Feb 2005 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijit/AzeRKS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/JongMCMS04,
author = {Kees Jong and
J{\'{e}}r{\'{e}}mie Mary and
Antoine Cornu{\'{e}}jols and
Elena Marchiori and
Mich{\`{e}}le Sebag},
editor = {Jean{-}Fran{\c{c}}ois Boulicaut and
Floriana Esposito and
Fosca Giannotti and
Dino Pedreschi},
title = {Ensemble Feature Ranking},
booktitle = {Knowledge Discovery in Databases: {PKDD} 2004, 8th European Conference
on Principles and Practice of Knowledge Discovery in Databases, Pisa,
Italy, September 20-24, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3202},
pages = {267--278},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30116-5\_26},
doi = {10.1007/978-3-540-30116-5\_26},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/JongMCMS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/GodzikSS04,
author = {Nicolas Godzik and
Marc Schoenauer and
Mich{\`{e}}le Sebag},
editor = {Xin Yao and
Edmund K. Burke and
Jos{\'{e}} Antonio Lozano and
Jim Smith and
Juan Juli{\'{a}}n Merelo Guerv{\'{o}}s and
John A. Bullinaria and
Jonathan E. Rowe and
Peter Ti{\~{n}}o and
Ata Kab{\'{a}}n and
Hans{-}Paul Schwefel},
title = {Robotics and Multi-agent Systems Robustness in the Long Run: Auto-teaching
vs Anticipation in Evolutionary Robotics},
booktitle = {Parallel Problem Solving from Nature - {PPSN} VIII, 8th International
Conference, Birmingham, UK, September 18-22, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3242},
pages = {932--941},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30217-9\_94},
doi = {10.1007/978-3-540-30217-9\_94},
timestamp = {Wed, 28 Jun 2023 16:19:43 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/GodzikSS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/JongMS04,
author = {Kees Jong and
Elena Marchiori and
Mich{\`{e}}le Sebag},
editor = {Xin Yao and
Edmund K. Burke and
Jos{\'{e}} Antonio Lozano and
Jim Smith and
Juan Juli{\'{a}}n Merelo Guerv{\'{o}}s and
John A. Bullinaria and
Jonathan E. Rowe and
Peter Ti{\~{n}}o and
Ata Kab{\'{a}}n and
Hans{-}Paul Schwefel},
title = {Ensemble Learning with Evolutionary Computation: Application to Feature
Ranking},
booktitle = {Parallel Problem Solving from Nature - {PPSN} VIII, 8th International
Conference, Birmingham, UK, September 18-22, 2004, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3242},
pages = {1133--1142},
publisher = {Springer},
year = {2004},
url = {https://doi.org/10.1007/978-3-540-30217-9\_114},
doi = {10.1007/978-3-540-30217-9\_114},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/JongMS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rocai/RocheAKS04,
author = {Mathieu Roche and
J{\'{e}}r{\^{o}}me Az{\'{e}} and
Yves Kodratoff and
Mich{\`{e}}le Sebag},
editor = {Jos{\'{e}} Hern{\'{a}}ndez{-}Orallo and
C{\'{e}}sar Ferri and
Nicolas Lachiche and
Peter A. Flach},
title = {Learning Interestingness Measures in Terminology Extraction. {A} ROC-based
approach},
booktitle = {{ROC} Analysis in Artificial Intelligence, 1st International Workshop,
ROCAI-2004, Valencia, Spain, August 22, 2004},
pages = {81--88},
year = {2004},
timestamp = {Wed, 18 Aug 2004 14:18:46 +0200},
biburl = {https://dblp.org/rec/conf/rocai/RocheAKS04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/BottaGSS03,
author = {Marco Botta and
Attilio Giordana and
Lorenza Saitta and
Mich{\`{e}}le Sebag},
title = {Relational Learning as Search in a Critical Region},
journal = {J. Mach. Learn. Res.},
volume = {4},
pages = {431--463},
year = {2003},
url = {http://jmlr.org/papers/v4/botta03a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/BottaGSS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/BlockeelS03,
author = {Hendrik Blockeel and
Mich{\`{e}}le Sebag},
title = {Scalability and efficiency in multi-relational data mining},
journal = {{SIGKDD} Explor.},
volume = {5},
number = {1},
pages = {17--30},
year = {2003},
url = {https://doi.org/10.1145/959242.959246},
doi = {10.1145/959242.959246},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/BlockeelS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ae/SebagAL03,
author = {Mich{\`{e}}le Sebag and
J{\'{e}}r{\^{o}}me Az{\'{e}} and
No{\"{e}}l Lucas},
editor = {Pierre Liardet and
Pierre Collet and
Cyril Fonlupt and
Evelyne Lutton and
Marc Schoenauer},
title = {ROC-Based Evolutionary Learning: Application to Medical Data Mining},
booktitle = {Artificial Evolution, 6th International Conference, Evolution Artificielle,
{EA} 2003, Marseilles, France, October 27-30, 2003},
series = {Lecture Notes in Computer Science},
volume = {2936},
pages = {384--396},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/978-3-540-24621-3\_31},
doi = {10.1007/978-3-540-24621-3\_31},
timestamp = {Tue, 14 May 2019 10:00:50 +0200},
biburl = {https://dblp.org/rec/conf/ae/SebagAL03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/evoW/GodzikSS03,
author = {Nicolas Godzik and
Marc Schoenauer and
Mich{\`{e}}le Sebag},
editor = {G{\"{u}}nther R. Raidl and
Jean{-}Arcady Meyer and
Martin Middendorf and
Stefano Cagnoni and
Juan J. Romero Cardalda and
David Corne and
Jens Gottlieb and
Agn{\`{e}}s Guillot and
Emma Hart and
Colin G. Johnson and
Elena Marchiori},
title = {Evolving Symbolic Controllers},
booktitle = {Applications of Evolutionary Computing, EvoWorkshop 2003: EvoBIO,
EvoCOP, EvoIASP, EvoMUSART, EvoROB, and EvoSTIM, Essex, UK, April
14-16, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2611},
pages = {638--650},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-36605-9\_58},
doi = {10.1007/3-540-36605-9\_58},
timestamp = {Tue, 14 May 2019 10:00:37 +0200},
biburl = {https://dblp.org/rec/conf/evoW/GodzikSS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/AzeLS03,
author = {J{\'{e}}r{\^{o}}me Az{\'{e}} and
No{\"{e}}l Lucas and
Mich{\`{e}}le Sebag},
editor = {Mohand{-}Said Hacid and
Yves Kodratoff and
Danielle Boulanger},
title = {Fouille de donn{\'{e}}es visuelle et analyse de facteurs de risque
m{\'{e}}dical},
booktitle = {Extraction et gestion des connaissances (EGC'2003), Actes des troisi{\`{e}}mes
journ{\'{e}}es Extraction et Gestion des Connaissances, Lyon,
France, 22-24 janvier 2003},
series = {Revue des Sciences et Technologies de l'Information - s{\'{e}}rie
{RIA} {ECA}},
volume = {17},
number = {1-3},
pages = {183--188},
publisher = {Hermes Science Publications},
year = {2003},
timestamp = {Thu, 02 Nov 2006 11:37:45 +0100},
biburl = {https://dblp.org/rec/conf/f-egc/AzeLS03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/JouteauCSTL03,
author = {S{\'{e}}bastien Jouteau and
Antoine Cornu{\'{e}}jols and
Mich{\`{e}}le Sebag and
Philippe Tarroux and
Jean{-}Sylvain Li{\'{e}}nard},
editor = {Mohand{-}Said Hacid and
Yves Kodratoff and
Danielle Boulanger},
title = {Nouveaux r{\'{e}}sultats en classification {\`{a}} l'aide d'un
codage par motifs fr{\'{e}}quents},
booktitle = {Extraction et gestion des connaissances (EGC'2003), Actes des troisi{\`{e}}mes
journ{\'{e}}es Extraction et Gestion des Connaissances, Lyon,
France, 22-24 janvier 2003},
series = {Revue des Sciences et Technologies de l'Information - s{\'{e}}rie
{RIA} {ECA}},
volume = {17},
number = {1-3},
pages = {521--532},
publisher = {Hermes Science Publications},
year = {2003},
timestamp = {Thu, 02 Nov 2006 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/f-egc/JouteauCSTL03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/SebagAL03,
author = {Mich{\`{e}}le Sebag and
J{\'{e}}r{\^{o}}me Az{\'{e}} and
No{\"{e}}l Lucas},
title = {Impact Studies and Sensitivity Analysis in Medical Data Mining with
ROC-based Genetic Learning},
booktitle = {Proceedings of the 3rd {IEEE} International Conference on Data Mining
{(ICDM} 2003), 19-22 December 2003, Melbourne, Florida, {USA}},
pages = {637--640},
publisher = {{IEEE} Computer Society},
year = {2003},
url = {https://doi.org/10.1109/ICDM.2003.1250996},
doi = {10.1109/ICDM.2003.1250996},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/SebagAL03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/HamdaJLSS02,
author = {Hatem Hamda and
Fran{\c{c}}ois Jouve and
Evelyne Lutton and
Marc Schoenauer and
Mich{\`{e}}le Sebag},
title = {Compact Unstructured Representations for Evolutionary Design},
journal = {Appl. Intell.},
volume = {16},
number = {2},
pages = {139--155},
year = {2002},
url = {https://doi.org/10.1023/A:1013666503249},
doi = {10.1023/A:1013666503249},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/HamdaJLSS02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TermierRS02,
author = {Alexandre Termier and
Marie{-}Christine Rousset and
Mich{\`{e}}le Sebag},
title = {TreeFinder: a First Step towards {XML} Data Mining},
booktitle = {Proceedings of the 2002 {IEEE} International Conference on Data Mining
{(ICDM} 2002), 9-12 December 2002, Maebashi City, Japan},
pages = {450--457},
publisher = {{IEEE} Computer Society},
year = {2002},
url = {https://doi.org/10.1109/ICDM.2002.1183987},
doi = {10.1109/ICDM.2002.1183987},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/TermierRS02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BianchettiRS02,
author = {Jacques Ales Bianchetti and
C{\'{e}}line Rouveirol and
Mich{\`{e}}le Sebag},
editor = {Claude Sammut and
Achim G. Hoffmann},
title = {Constraint-based Learning of Long Relational Concepts},
booktitle = {Machine Learning, Proceedings of the Nineteenth International Conference
{(ICML} 2002), University of New South Wales, Sydney, Australia, July
8-12, 2002},
pages = {35--42},
publisher = {Morgan Kaufmann},
year = {2002},
timestamp = {Tue, 26 Nov 2002 10:58:27 +0100},
biburl = {https://dblp.org/rec/conf/icml/BianchettiRS02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ilp/RatleS02,
author = {Alain Ratle and
Mich{\`{e}}le Sebag},
editor = {Stan Matwin and
Claude Sammut},
title = {A Novel Approach to Machine Discovery: Genetic Programming and Stochastic
Grammars},
booktitle = {Inductive Logic Programming, 12th International Conference, {ILP}
2002, Sydney, Australia, July 9-11, 2002. Revised Papers},
series = {Lecture Notes in Computer Science},
volume = {2583},
pages = {207--222},
publisher = {Springer},
year = {2002},
url = {https://doi.org/10.1007/3-540-36468-4\_14},
doi = {10.1007/3-540-36468-4\_14},
timestamp = {Tue, 14 May 2019 10:00:36 +0200},
biburl = {https://dblp.org/rec/conf/ilp/RatleS02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/RatleS01,
author = {Alain Ratle and
Mich{\`{e}}le Sebag},
title = {Grammar-guided genetic programming and dimensional consistency: application
to non-parametric identification in mechanics},
journal = {Appl. Soft Comput.},
volume = {1},
number = {1},
pages = {105--118},
year = {2001},
url = {https://doi.org/10.1016/S1568-4946(01)00009-6},
doi = {10.1016/S1568-4946(01)00009-6},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/RatleS01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ae/RatleS01,
author = {Alain Ratle and
Mich{\`{e}}le Sebag},
editor = {Pierre Collet and
Cyril Fonlupt and
Jin{-}Kao Hao and
Evelyne Lutton and
Marc Schoenauer},
title = {Avoiding the Bloat with Stochastic Grammar-Based Genetic Programming},
booktitle = {Artificial Evolution, 5th International Conference, Evolution Artificielle,
{EA} 2001, Le Creusot, France, October 29-31, 2001, Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {2310},
pages = {255--266},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-46033-0\_21},
doi = {10.1007/3-540-46033-0\_21},
timestamp = {Sun, 12 Nov 2023 02:16:01 +0100},
biburl = {https://dblp.org/rec/conf/ae/RatleS01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/TermierSR01,
author = {Alexandre Termier and
Mich{\`{e}}le Sebag and
Marie{-}Christine Rousset},
editor = {Alexander Maedche and
Steffen Staab and
Claire Nedellec and
Eduard H. Hovy},
title = {Combining Statistics and Semantics for Word and Document Clustering},
booktitle = {IJCAI'2001 Workshop on Ontology Learning, Proceedings of the Second
Workshop on Ontology Learning OL'2001, Seattle, USA, August 4, 2001
(Held in conjunction with the 17th International Conference on Artificial
Intelligence IJCAI'2001)},
series = {{CEUR} Workshop Proceedings},
volume = {38},
publisher = {CEUR-WS.org},
year = {2001},
url = {https://ceur-ws.org/Vol-38/termier\_Final.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:32 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/TermierSR01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ilp/MalobertiS01,
author = {J{\'{e}}r{\^{o}}me Maloberti and
Mich{\`{e}}le Sebag},
editor = {C{\'{e}}line Rouveirol and
Mich{\`{e}}le Sebag},
title = {Theta-Subsumption in a Constraint Satisfaction Perspective},
booktitle = {Inductive Logic Programming, 11th International Conference, {ILP}
2001, Strasbourg, France, September 9-11, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2157},
pages = {164--178},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44797-0\_14},
doi = {10.1007/3-540-44797-0\_14},
timestamp = {Tue, 14 May 2019 10:00:36 +0200},
biburl = {https://dblp.org/rec/conf/ilp/MalobertiS01.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ilp/2001,
editor = {C{\'{e}}line Rouveirol and
Mich{\`{e}}le Sebag},
title = {Inductive Logic Programming, 11th International Conference, {ILP}
2001, Strasbourg, France, September 9-11, 2001, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2157},
publisher = {Springer},
year = {2001},
url = {https://doi.org/10.1007/3-540-44797-0},
doi = {10.1007/3-540-44797-0},
isbn = {3-540-42538-1},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ilp/2001.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/SebagR00,
author = {Mich{\`{e}}le Sebag and
C{\'{e}}line Rouveirol},
title = {Any-time Relational Reasoning: Resource-bounded Induction and Deduction
Through Stochastic Matching},
journal = {Mach. Learn.},
volume = {38},
number = {1-2},
pages = {41--62},
year = {2000},
url = {https://doi.org/10.1023/A:1007629922420},
doi = {10.1023/A:1007629922420},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/SebagR00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cec/PaechterBSSEMF00,
author = {Ben Paechter and
Thomas B{\"{a}}ck and
Marc Schoenauer and
Mich{\`{e}}le Sebag and
{\'{A}}goston E. Eiben and
Juan Juli{\'{a}}n Merelo and
Terence C. Fogarty},
editor = {Ali M. S. Zalzala},
title = {A Distributed Resource Evolutionary Algorithm Machine {(DREAM)}},
booktitle = {Proceedings of the 2000 Congress on Evolutionary Computation, {CEC}
2000, La Jolla, CA, USA, July 16-19, 2000},
pages = {951--958},
publisher = {{IEEE}},
year = {2000},
url = {https://doi.org/10.1109/CEC.2000.870746},
doi = {10.1109/CEC.2000.870746},
timestamp = {Fri, 12 Aug 2022 11:16:13 +0200},
biburl = {https://dblp.org/rec/conf/cec/PaechterBSSEMF00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GiordanaSSB00,
author = {Attilio Giordana and
Lorenza Saitta and
Mich{\`{e}}le Sebag and
Marco Botta},
editor = {Pat Langley},
title = {Analyzing Relational Learning in the Phase Transition Framework},
booktitle = {Proceedings of the Seventeenth International Conference on Machine
Learning {(ICML} 2000), Stanford University, Stanford, CA, USA, June
29 - July 2, 2000},
pages = {311--318},
publisher = {Morgan Kaufmann},
year = {2000},
timestamp = {Sun, 21 Feb 2010 20:54:50 +0100},
biburl = {https://dblp.org/rec/conf/icml/GiordanaSSB00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismis/GiordanaSSB00,
author = {Attilio Giordana and
Lorenza Saitta and
Mich{\`{e}}le Sebag and
Marco Botta},
editor = {Zbigniew W. Ras and
Setsuo Ohsuga},
title = {Can Relational Learning Scale Up?},
booktitle = {Foundations of Intelligent Systems, 12th International Symposium,
{ISMIS} 2000, Charlotte, NC, USA, October 11-14, 2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1932},
pages = {31--39},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-39963-1\_4},
doi = {10.1007/3-540-39963-1\_4},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/ismis/GiordanaSSB00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/RatleS00,
author = {Alain Ratle and
Mich{\`{e}}le Sebag},
editor = {Marc Schoenauer and
Kalyanmoy Deb and
G{\"{u}}nter Rudolph and
Xin Yao and
Evelyne Lutton and
Juan Juli{\'{a}}n Merelo Guerv{\'{o}}s and
Hans{-}Paul Schwefel},
title = {Genetic Programming and Domain Knowledge: Beyond the Limitations of
Grammar-Guided Machine Discovery},
booktitle = {Parallel Problem Solving from Nature - {PPSN} VI, 6th International
Conference, Paris, France, September 18-20, 2000, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1917},
pages = {211--220},
publisher = {Springer},
year = {2000},
url = {https://doi.org/10.1007/3-540-45356-3\_21},
doi = {10.1007/3-540-45356-3\_21},
timestamp = {Sun, 25 Jul 2021 11:46:24 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/RatleS00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/aepia/Rosete-SuarezNOS99,
author = {Alejandro Rosete{-}Su{\'{a}}rez and
Alberto Nogueira{-}Keeling and
Alberto Ochoa{-}Rodr{\'{\i}}guez and
Mich{\`{e}}le Sebag},
title = {Hacia un Enfoque General del Trazado de Grafos},
journal = {Inteligencia Artif.},
volume = {3},
number = {8},
pages = {18--26},
year = {1999},
url = {http://journal.iberamia.org/index.php/ia/article/view/258/article\%20\%281\%29.pdf},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/aepia/Rosete-SuarezNOS99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aiia/BottaGSS99,
author = {Marco Botta and
Attilio Giordana and
Lorenza Saitta and
Mich{\`{e}}le Sebag},
editor = {Evelina Lamma and
Paola Mello},
title = {Relational Learning: Hard Problems and Phase Transitions},
booktitle = {AI*IA 99:Advances in Artificial Intelligence, 6th Congress of the
Italian Association for Artificial Intelligence, Bologna, Italy, September
14-17, 1999, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1792},
pages = {178--189},
publisher = {Springer},
year = {1999},
url = {https://doi.org/10.1007/3-540-46238-4\_16},
doi = {10.1007/3-540-46238-4\_16},
timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/aiia/BottaGSS99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/esann/Sebag99,
author = {Mich{\`{e}}le Sebag},
title = {From first order logic to Nd: a data driven reformulation},
booktitle = {7th European Symposium on Artificial Neural Networks, {ESANN} 1999,
Bruges, Belgium, April 21-23, 1999, Proceedings},
pages = {231--236},
year = {1999},
url = {https://www.esann.org/sites/default/files/proceedings/legacy/es1999-464.pdf},
timestamp = {Tue, 02 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/esann/Sebag99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/Sebag99,
author = {Mich{\`{e}}le Sebag},
editor = {Thomas Dean},
title = {Constructive Induction: {A} Version Space-based Approach},
booktitle = {Proceedings of the Sixteenth International Joint Conference on Artificial
Intelligence, {IJCAI} 99, Stockholm, Sweden, July 31 - August 6, 1999.
2 Volumes, 1450 pages},
pages = {708--713},
publisher = {Morgan Kaufmann},
year = {1999},
url = {http://ijcai.org/Proceedings/99-2/Papers/008.pdf},
timestamp = {Tue, 20 Aug 2019 16:18:16 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/Sebag99.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fuin/SebagSP98,
author = {Mich{\`{e}}le Sebag and
Marc Schoenauer and
Mathieu Peyral},
title = {Revisiting the Memory of Evolution},
journal = {Fundam. Informaticae},
volume = {35},
number = {1-4},
pages = {125--162},
year = {1998},
url = {https://doi.org/10.3233/FI-1998-35123408},
doi = {10.3233/FI-1998-35123408},
timestamp = {Fri, 18 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fuin/SebagSP98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijprai/GascuelBCGGGLMMNNRSTVV98,
author = {Olivier Gascuel and
Bernadette Bouchon{-}Meunier and
Gilles Caraux and
Patrick Gallinari and
Alain Gu{\'{e}}noche and
Yann Guermeur and
Yves Lechevallier and
Christophe Marsala and
Laurent Miclet and
Jacques Nicolas and
Richard Nock and
Mohammed Ramdani and
Mich{\`{e}}le Sebag and
Basavanneppa Tallur and
Gilles Venturini and
Patrick Vitte},
title = {Twelve Numerical, Symbolic and Hybrid Supervised Classification Methods},
journal = {Int. J. Pattern Recognit. Artif. Intell.},
volume = {12},
number = {4},
pages = {517--571},
year = {1998},
url = {https://doi.org/10.1142/S0218001498000336},
doi = {10.1142/S0218001498000336},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijprai/GascuelBCGGGLMMNNRSTVV98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/DucoulombierS98,
author = {Antoine Ducoulombier and
Mich{\`{e}}le Sebag},
editor = {Claire Nedellec and
C{\'{e}}line Rouveirol},
title = {Continuous Mimetic Evolution},
booktitle = {Machine Learning: ECML-98, 10th European Conference on Machine Learning,
Chemnitz, Germany, April 21-23, 1998, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1398},
pages = {334--345},
publisher = {Springer},
year = {1998},
url = {https://doi.org/10.1007/BFb0026704},
doi = {10.1007/BFB0026704},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecml/DucoulombierS98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ilp/Sebag98,
author = {Mich{\`{e}}le Sebag},
editor = {David Page},
title = {A Stochastic Simple Similarity},
booktitle = {Inductive Logic Programming, 8th International Workshop, ILP-98, Madison,
Wisconsin, USA, July 22-24, 1998, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1446},
pages = {95--105},
publisher = {Springer},
year = {1998},
url = {https://doi.org/10.1007/BFb0027313},
doi = {10.1007/BFB0027313},
timestamp = {Tue, 14 May 2019 10:00:36 +0200},
biburl = {https://dblp.org/rec/conf/ilp/Sebag98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/SebagD98,
author = {Mich{\`{e}}le Sebag and
Antoine Ducoulombier},
editor = {A. E. Eiben and
Thomas B{\"{a}}ck and
Marc Schoenauer and
Hans{-}Paul Schwefel},
title = {Extending Population-Based Incremental Learning to Continuous Search
Spaces},
booktitle = {Parallel Problem Solving from Nature - {PPSN} V, 5th International
Conference, Amsterdam, The Netherlands, September 27-30, 1998, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1498},
pages = {418--427},
publisher = {Springer},
year = {1998},
url = {https://doi.org/10.1007/BFb0056884},
doi = {10.1007/BFB0056884},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/SebagD98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ae/PeyralDRSS97,
author = {Mathieu Peyral and
Antoine Ducoulombier and
Caroline Ravise and
Marc Schoenauer and
Mich{\`{e}}le Sebag},
editor = {Jin{-}Kao Hao and
Evelyne Lutton and
Edmund M. A. Ronald and
Marc Schoenauer and
Dominique Snyers},
title = {Mimetic Evolution},
booktitle = {Artificial Evolution, Third European Conference, AE'97, N{\^{\i}}mes,
France, 22-24 October 1997, Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {1363},
pages = {81--94},
publisher = {Springer},
year = {1997},
url = {https://doi.org/10.1007/BFb0026592},
doi = {10.1007/BFB0026592},
timestamp = {Tue, 14 May 2019 10:00:50 +0200},
biburl = {https://dblp.org/rec/conf/ae/PeyralDRSS97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eps/SebagSR97,
author = {Mich{\`{e}}le Sebag and
Marc Schoenauer and
Caroline Ravise},
editor = {Peter J. Angeline and
Robert G. Reynolds and
John R. McDonnell and
Russell C. Eberhart},
title = {Inductive Learning of Mutation Step-Size in Evolutionary Parameter
Optimization},
booktitle = {Evolutionary Programming VI, 6th International Conference, EP97, Indianapolis,
Indiana, USA, April 13-16, 1997, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1213},
pages = {247--261},
publisher = {Springer},
year = {1997},
url = {https://doi.org/10.1007/BFb0014816},
doi = {10.1007/BFB0014816},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/eps/SebagSR97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icga/SebagSR97,
author = {Mich{\`{e}}le Sebag and
Marc Schoenauer and
Caroline Ravise},
editor = {Thomas B{\"{a}}ck},
title = {Toward Civilized Evolution: Developing Inhibitions},
booktitle = {Proceedings of the 7th International Conference on Genetic Algorithms,
East Lansing, MI, USA, July 19-23, 1997},
pages = {291--298},
publisher = {Morgan Kaufmann},
year = {1997},
timestamp = {Mon, 02 Sep 2002 13:45:55 +0200},
biburl = {https://dblp.org/rec/conf/icga/SebagSR97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/SebagR97,
author = {Mich{\`{e}}le Sebag and
C{\'{e}}line Rouveirol},
title = {Tractable Induction and Classification in First Order Logic Via Stochastic
Matching},
booktitle = {Proceedings of the Fifteenth International Joint Conference on Artificial
Intelligence, {IJCAI} 97, Nagoya, Japan, August 23-29, 1997, 2 Volumes},
pages = {888--893},
publisher = {Morgan Kaufmann},
year = {1997},
url = {http://ijcai.org/Proceedings/97-2/Papers/015.pdf},
timestamp = {Tue, 20 Aug 2019 16:17:27 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/SebagR97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ilp/Sebag97,
author = {Mich{\`{e}}le Sebag},
editor = {Nada Lavrac and
Saso Dzeroski},
title = {Distance Induction in First Order Logic},
booktitle = {Inductive Logic Programming, 7th International Workshop, ILP-97, Prague,
Czech Republic, September 17-20, 1997, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1297},
pages = {264--272},
publisher = {Springer},
year = {1997},
url = {https://doi.org/10.1007/3540635149\_55},
doi = {10.1007/3540635149\_55},
timestamp = {Sat, 09 Apr 2022 12:45:22 +0200},
biburl = {https://dblp.org/rec/conf/ilp/Sebag97.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eps/SebagRS96,
author = {Mich{\`{e}}le Sebag and
Caroline Ravise and
Marc Schoenauer},
editor = {Lawrence J. Fogel and
Peter J. Angeline and
Thomas B{\"{a}}ck},
title = {Controlling Evolution by Means of Machine Learning},
booktitle = {Proceedings of the Fifth Annual Conference on Evolutionary Programming,
{EP} 1996, San Diego, CA, USA, February 29 - March 2, 1996},
pages = {57--66},
publisher = {{MIT} Press},
year = {1996},
timestamp = {Thu, 01 Aug 2019 10:52:22 +0200},
biburl = {https://dblp.org/rec/conf/eps/SebagRS96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/RaviseS96,
author = {Caroline Ravise and
Mich{\`{e}}le Sebag},
editor = {Lorenza Saitta},
title = {An Advanced Evolution Should Not Repeat its Past Errors},
booktitle = {Machine Learning, Proceedings of the Thirteenth International Conference
{(ICML} '96), Bari, Italy, July 3-6, 1996},
pages = {400--408},
publisher = {Morgan Kaufmann},
year = {1996},
timestamp = {Fri, 23 Dec 2011 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/RaviseS96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Sebag96,
author = {Mich{\`{e}}le Sebag},
editor = {Lorenza Saitta},
title = {Delaying the Choice of Bias: {A} Disjunctive Version Space Approach},
booktitle = {Machine Learning, Proceedings of the Thirteenth International Conference
{(ICML} '96), Bari, Italy, July 3-6, 1996},
pages = {444--452},
publisher = {Morgan Kaufmann},
year = {1996},
timestamp = {Fri, 23 Dec 2011 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/Sebag96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ilp/SebagR96,
author = {Mich{\`{e}}le Sebag and
C{\'{e}}line Rouveirol},
editor = {Stephen H. Muggleton},
title = {Polynomial-Time Learning in Logic Programming and Constraint Logic
Programming},
booktitle = {Inductive Logic Programming, 6th International Workshop, ILP-96, Stockholm,
Sweden, August 26-28, 1996, Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {1314},
pages = {105--126},
publisher = {Springer},
year = {1996},
url = {https://doi.org/10.1007/3-540-63494-0\_51},
doi = {10.1007/3-540-63494-0\_51},
timestamp = {Sat, 30 Apr 2022 12:43:31 +0200},
biburl = {https://dblp.org/rec/conf/ilp/SebagR96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/SebagS96,
author = {Mich{\`{e}}le Sebag and
Marc Schoenauer},
editor = {Hans{-}Michael Voigt and
Werner Ebeling and
Ingo Rechenberg and
Hans{-}Paul Schwefel},
title = {Mutation by Imitation in Boolean Evolution Strategies},
booktitle = {Parallel Problem Solving from Nature - {PPSN} IV, International Conference
on Evolutionary Computation. The 4th International Conference on Parallel
Problem Solving from Nature, Berlin, Germany, September 22-26, 1996,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {1141},
pages = {356--365},
publisher = {Springer},
year = {1996},
url = {https://doi.org/10.1007/3-540-61723-X\_1000},
doi = {10.1007/3-540-61723-X\_1000},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/SebagS96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pricai/SebagRP96,
author = {Mich{\`{e}}le Sebag and
C{\'{e}}line Rouveirol and
Jean{-}Francois Puget},
editor = {Grigoris Antoniou and
Aditya Ghose and
Miroslaw Truszczynski},
title = {Induction of Constraint Logic Programs},
booktitle = {Learning and Reasoning with Complex Representations, PRICAI'96 Workshops
on Reasoning with Incomplete and Changing Information and on Inducing
Complex Representations, Cairns, Australia, August 26-30, 1996, Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {1359},
pages = {148--167},
publisher = {Springer},
year = {1996},
url = {https://doi.org/10.1007/3-540-64413-X\_34},
doi = {10.1007/3-540-64413-X\_34},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/pricai/SebagRP96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/anor/SebagS95,
author = {Mich{\`{e}}le Sebag and
Marc Schoenauer},
title = {A numerical strategy to defectuous knowledge using},
journal = {Ann. Oper. Res.},
volume = {55},
number = {2},
pages = {379--401},
year = {1995},
url = {https://doi.org/10.1007/BF02030868},
doi = {10.1007/BF02030868},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/anor/SebagS95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ae/RaviseSS95,
author = {Caroline Ravise and
Mich{\`{e}}le Sebag and
Marc Schoenauer},
editor = {Jean{-}Marc Alliot and
Evelyne Lutton and
Edmund M. A. Ronald and
Marc Schoenauer and
Dominique Snyers},
title = {Induction-Based Control of Genetic Algorithms},
booktitle = {Artificial Evolution, European Conference, {AE} 95, Brest, France,
September 4-6, 1995, Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {1063},
pages = {100--119},
publisher = {Springer},
year = {1995},
url = {https://doi.org/10.1007/3-540-61108-8\_33},
doi = {10.1007/3-540-61108-8\_33},
timestamp = {Tue, 14 May 2019 10:00:50 +0200},
biburl = {https://dblp.org/rec/conf/ae/RaviseSS95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/SebagSR95,
author = {Mich{\`{e}}le Sebag and
Marc Schoenauer and
Caroline Ravise},
editor = {Nada Lavrac and
Stefan Wrobel},
title = {An Induction-based Control for Genetic Algorithms (Extended Abstract)},
booktitle = {Machine Learning: ECML-95, 8th European Conference on Machine Learning,
Heraclion, Crete, Greece, April 25-27, 1995, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {912},
pages = {351--355},
publisher = {Springer},
year = {1995},
url = {https://doi.org/10.1007/3-540-59286-5\_85},
doi = {10.1007/3-540-59286-5\_85},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecml/SebagSR95.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/Sebag94,
author = {Mich{\`{e}}le Sebag},
editor = {Francesco Bergadano and
Luc De Raedt},
title = {Using Constraints to Building Version Spaces},
booktitle = {Machine Learning: ECML-94, European Conference on Machine Learning,
Catania, Italy, April 6-8, 1994, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {784},
pages = {257--271},
publisher = {Springer},
year = {1994},
url = {https://doi.org/10.1007/3-540-57868-4\_63},
doi = {10.1007/3-540-57868-4\_63},
timestamp = {Sun, 25 Oct 2020 23:05:12 +0100},
biburl = {https://dblp.org/rec/conf/ecml/Sebag94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/Sebag94,
author = {Mich{\`{e}}le Sebag},
editor = {William W. Cohen and
Haym Hirsh},
title = {A Constraint-based Induction Algorithm in {FOL}},
booktitle = {Machine Learning, Proceedings of the Eleventh International Conference,
Rutgers University, New Brunswick, NJ, USA, July 10-13, 1994},
pages = {275--283},
publisher = {Morgan Kaufmann},
year = {1994},
url = {https://doi.org/10.1016/b978-1-55860-335-6.50041-6},
doi = {10.1016/B978-1-55860-335-6.50041-6},
timestamp = {Mon, 24 Jun 2019 13:56:31 +0200},
biburl = {https://dblp.org/rec/conf/icml/Sebag94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ppsn/SebagS94,
author = {Mich{\`{e}}le Sebag and
Marc Schoenauer},
editor = {Yuval Davidor and
Hans{-}Paul Schwefel and
Reinhard M{\"{a}}nner},
title = {Controlling Crossover through Inductive Learning},
booktitle = {Parallel Problem Solving from Nature - {PPSN} III, International Conference
on Evolutionary Computation. The Third Conference on Parallel Problem
Solving from Nature, Jerusalem, Israel, October 9-14, 1994, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {866},
pages = {209--218},
publisher = {Springer},
year = {1994},
url = {https://doi.org/10.1007/3-540-58484-6\_265},
doi = {10.1007/3-540-58484-6\_265},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/ppsn/SebagS94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ewcbr/SebagS93,
author = {Mich{\`{e}}le Sebag and
Marc Schoenauer},
editor = {Stefan Wess and
Klaus{-}Dieter Althoff and
Michael M. Richter},
title = {A Rule-Based Similarity Measure},
booktitle = {Topics in Case-Based Reasoning, First European Workshop, EWCBR-93,
Kaiserslautern, Germany, November 1-5, 1993, Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {837},
pages = {119--131},
publisher = {Springer},
year = {1993},
url = {https://doi.org/10.1007/3-540-58330-0\_81},
doi = {10.1007/3-540-58330-0\_81},
timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/ewcbr/SebagS93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecai/SebagS92,
author = {Mich{\`{e}}le Sebag and
Marc Schoenauer},
editor = {Bernd Neumann},
title = {Learning to Control Inconsistent Knowledge},
booktitle = {10th European Conference on Artificial Intelligence, {ECAI} 92, Vienna,
Austria, August 3-7, 1992. Proceedings},
pages = {479--483},
publisher = {John Wiley and Sons},
year = {1992},
timestamp = {Wed, 31 Jul 2019 08:44:58 +0200},
biburl = {https://dblp.org/rec/conf/ecai/SebagS92.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eurovav/SebagS91,
author = {Mich{\`{e}}le Sebag and
Marc Schoenauer},
editor = {Matthew Grisoni},
title = {Using Examples to Refine a Redundant Knowledge Base},
booktitle = {Proceedings of the European Workshop on the Verification and Validation
of Knowledge-Based Systems, EUROVAV-91, Jesus College, Cambridge,
England, July 22-24, 1991},
pages = {227--236},
publisher = {Logica Ltd., Cambridge, {UK}},
year = {1991},
timestamp = {Wed, 27 Feb 2002 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eurovav/SebagS91.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SchoenauerS90,
author = {Marc Schoenauer and
Mich{\`{e}}le Sebag},
editor = {Bruce W. Porter and
Raymond J. Mooney},
title = {Incremental Learning of Rules and Meta-rules},
booktitle = {Machine Learning, Proceedings of the Seventh International Conference
on Machine Learning, Austin, Texas, USA, June 21-23, 1990},
pages = {49--57},
publisher = {Morgan Kaufmann},
year = {1990},
url = {https://doi.org/10.1016/b978-1-55860-141-3.50010-9},
doi = {10.1016/B978-1-55860-141-3.50010-9},
timestamp = {Thu, 25 Jul 2019 17:43:05 +0200},
biburl = {https://dblp.org/rec/conf/icml/SchoenauerS90.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
a service of 
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
last updated on 2024-02-01 20:27 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
