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ORCIDBibTeX records: Marc Boullé
@article{DBLP:journals/csda/MendizabalBR23,
author = {Valentina Zelaya Mendiz{\'{a}}bal and
Marc Boull{\'{e}} and
Fabrice Rossi},
title = {Fast and fully-automated histograms for large-scale data sets},
journal = {Comput. Stat. Data Anal.},
volume = {180},
pages = {107668},
year = {2023},
url = {https://doi.org/10.1016/j.csda.2022.107668},
doi = {10.1016/J.CSDA.2022.107668},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/MendizabalBR23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/0001CB23,
author = {Vincent Lemaire and
Fabrice Cl{\'{e}}rot and
Marc Boull{\'{e}}},
editor = {Catherine Faron and
Sabine Loudcher},
title = {Comparaison des valeurs de Shapley et des valeurs du poids de l'{\'{e}}vidence
dans le cas du classifieur na{\"{\i}}f de Bayes},
booktitle = {Extraction et Gestion des Connaissances, {EGC} 2023, Lyon, France,
16 - 20 janvier 2023},
series = {{RNTI}},
volume = {{E-39}},
pages = {385--392},
publisher = {Editions {RNTI}},
year = {2023},
url = {http://editions-rnti.fr/?inprocid=1002841},
timestamp = {Wed, 08 Feb 2023 15:48:08 +0100},
biburl = {https://dblp.org/rec/conf/f-egc/0001CB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/RaflaVCB23,
author = {Mina Rafla and
Nicolas Voisine and
Bruno Cr{\'{e}}milleux and
Marc Boull{\'{e}}},
editor = {Catherine Faron and
Sabine Loudcher},
title = {Une approche bay{\'{e}}sienne non param{\'{e}}trique de
s{\'{e}}lection de variables pour la mod{\'{e}}lisation
de l'uplift},
booktitle = {Extraction et Gestion des Connaissances, {EGC} 2023, Lyon, France,
16 - 20 janvier 2023},
series = {{RNTI}},
volume = {{E-39}},
pages = {523--530},
publisher = {Editions {RNTI}},
year = {2023},
url = {http://editions-rnti.fr/?inprocid=1002858},
timestamp = {Wed, 08 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/f-egc/RaflaVCB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-05786,
author = {Marc Boull{\'{e}}},
title = {Two-level histograms for dealing with outliers and heavy tail distributions},
journal = {CoRR},
volume = {abs/2306.05786},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.05786},
doi = {10.48550/ARXIV.2306.05786},
eprinttype = {arXiv},
eprint = {2306.05786},
timestamp = {Wed, 14 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-05786.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-16718,
author = {Vincent Lemaire and
Fabrice Cl{\'{e}}rot and
Marc Boull{\'{e}}},
title = {An Efficient Shapley Value Computation for the Naive Bayes Classifier},
journal = {CoRR},
volume = {abs/2307.16718},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.16718},
doi = {10.48550/ARXIV.2307.16718},
eprinttype = {arXiv},
eprint = {2307.16718},
timestamp = {Wed, 02 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-16718.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/RaflaVCB22,
author = {Mina Rafla and
Nicolas Voisine and
Bruno Cr{\'{e}}milleux and
Marc Boull{\'{e}}},
editor = {Massih{-}Reza Amini and
St{\'{e}}phane Canu and
Asja Fischer and
Tias Guns and
Petra Kralj Novak and
Grigorios Tsoumakas},
title = {A Non-parametric Bayesian Approach for Uplift Discretization and Feature
Selection},
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 = {239--254},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-26419-1\_15},
doi = {10.1007/978-3-031-26419-1\_15},
timestamp = {Mon, 20 Mar 2023 16:00:27 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/RaflaVCB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-11725,
author = {Aichetou Bouchareb and
Marc Boull{\'{e}} and
Fabrice Cl{\'{e}}rot and
Fabrice Rossi},
title = {Model Based Co-clustering of Mixed Numerical and Binary Data},
journal = {CoRR},
volume = {abs/2212.11725},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.11725},
doi = {10.48550/ARXIV.2212.11725},
eprinttype = {arXiv},
eprint = {2212.11725},
timestamp = {Wed, 04 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-11725.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-11728,
author = {Aichetou Bouchareb and
Marc Boull{\'{e}} and
Fabrice Cl{\'{e}}rot and
Fabrice Rossi},
title = {Co-clustering based exploratory analysis of mixed-type data tables},
journal = {CoRR},
volume = {abs/2212.11728},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.11728},
doi = {10.48550/ARXIV.2212.11728},
eprinttype = {arXiv},
eprint = {2212.11728},
timestamp = {Wed, 04 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-11728.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-13524,
author = {Valentina Zelaya Mendiz{\'{a}}bal and
Marc Boull{\'{e}} and
Fabrice Rossi},
title = {Fast and fully-automated histograms for large-scale data sets},
journal = {CoRR},
volume = {abs/2212.13524},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.13524},
doi = {10.48550/ARXIV.2212.13524},
eprinttype = {arXiv},
eprint = {2212.13524},
timestamp = {Thu, 05 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-13524.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/GayB0B21,
author = {Dominique Gay and
Alexis Bondu and
Vincent Lemaire and
Marc Boull{\'{e}}},
editor = {Kamal Karlapalem and
Hong Cheng and
Naren Ramakrishnan and
R. K. Agrawal and
P. Krishna Reddy and
Jaideep Srivastava and
Tanmoy Chakraborty},
title = {Interpretable Feature Construction for Time Series Extrinsic Regression},
booktitle = {Advances in Knowledge Discovery and Data Mining - 25th Pacific-Asia
Conference, {PAKDD} 2021, Virtual Event, May 11-14, 2021, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12712},
pages = {804--816},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-75762-5\_63},
doi = {10.1007/978-3-030-75762-5\_63},
timestamp = {Fri, 14 May 2021 15:17:47 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/GayB0B21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-10247,
author = {Dominique Gay and
Alexis Bondu and
Vincent Lemaire and
Marc Boull{\'{e}}},
title = {Interpretable Feature Construction for Time Series Extrinsic Regression},
journal = {CoRR},
volume = {abs/2103.10247},
year = {2021},
url = {https://arxiv.org/abs/2103.10247},
eprinttype = {arXiv},
eprint = {2103.10247},
timestamp = {Wed, 24 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-10247.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dawak/GayBLBC20,
author = {Dominique Gay and
Alexis Bondu and
Vincent Lemaire and
Marc Boull{\'{e}} and
Fabrice Cl{\'{e}}rot},
editor = {Min Song and
Il{-}Yeol Song and
Gabriele Kotsis and
A Min Tjoa and
Ismail Khalil},
title = {Multivariate Time Series Classification: {A} Relational Way},
booktitle = {Big Data Analytics and Knowledge Discovery - 22nd International Conference,
DaWaK 2020, Bratislava, Slovakia, September 14-17, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12393},
pages = {316--330},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-59065-9\_25},
doi = {10.1007/978-3-030-59065-9\_25},
timestamp = {Thu, 28 Mar 2024 17:43:11 +0100},
biburl = {https://dblp.org/rec/conf/dawak/GayBLBC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/BonduGLBC20,
author = {Alexis Bondu and
Dominique Gay and
Vincent Lemaire and
Marc Boull{\'{e}} and
Eole Cervenka},
editor = {Antoine Cornu{\'{e}}jols and
{\'{E}}tienne Cuvelier},
title = {S{\'{e}}lections simultan{\'{e}}es de variables et de repr{\'{e}}sentations
pour la classification de s{\'{e}}ries temporelles},
booktitle = {Extraction et Gestion des Connaissances, {EGC} 2020, Brussels, Belgium,
January 27-31, 2020},
series = {{RNTI}},
volume = {{E-36}},
pages = {415--424},
publisher = {{\'{E}}ditions {RNTI}},
year = {2020},
url = {http://editions-rnti.fr/?inprocid=1002606},
timestamp = {Tue, 25 Oct 2022 12:25:06 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/BonduGLBC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/BoulleCL19,
author = {Marc Boull{\'{e}} and
Cl{\'{e}}ment Charnay and
Nicolas Lachiche},
title = {A scalable robust and automatic propositionalization approach for
Bayesian classification of large mixed numerical and categorical data},
journal = {Mach. Learn.},
volume = {108},
number = {2},
pages = {229--266},
year = {2019},
url = {https://doi.org/10.1007/s10994-018-5746-9},
doi = {10.1007/S10994-018-5746-9},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/BoulleCL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/BonduGLBC19,
author = {Alexis Bondu and
Dominique Gay and
Vincent Lemaire and
Marc Boull{\'{e}} and
Eole Cervenka},
editor = {Wee Sun Lee and
Taiji Suzuki},
title = {{FEARS:} a Feature and Representation Selection approach for Time
Series Classification},
booktitle = {Proceedings of The 11th Asian Conference on Machine Learning, {ACML}
2019, 17-19 November 2019, Nagoya, Japan},
series = {Proceedings of Machine Learning Research},
volume = {101},
pages = {379--394},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v101/bondu19a.html},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acml/BonduGLBC19.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-1902-02056,
author = {Aichetou Bouchareb and
Marc Boull{\'{e}} and
Fabrice Rossi and
Fabrice Cl{\'{e}}rot},
title = {Un mod{\`{e}}le Bay{\'{e}}sien de co-clustering de donn{\'{e}}es
mixtes},
journal = {CoRR},
volume = {abs/1902.02056},
year = {2019},
url = {http://arxiv.org/abs/1902.02056},
eprinttype = {arXiv},
eprint = {1902.02056},
timestamp = {Tue, 21 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1902-02056.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/adac/GuigouresBR18,
author = {Romain Guigour{\`{e}}s and
Marc Boull{\'{e}} and
Fabrice Rossi},
title = {Discovering patterns in time-varying graphs: a triclustering approach},
journal = {Adv. Data Anal. Classif.},
volume = {12},
number = {3},
pages = {509--536},
year = {2018},
url = {https://doi.org/10.1007/s11634-015-0218-6},
doi = {10.1007/S11634-015-0218-6},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/adac/GuigouresBR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/Boulle18,
author = {Marc Boull{\'{e}}},
title = {Hierarchical two-part {MDL} code for multinomial distributions},
journal = {Int. J. Approx. Reason.},
volume = {103},
pages = {71--93},
year = {2018},
url = {https://doi.org/10.1016/j.ijar.2018.09.002},
doi = {10.1016/J.IJAR.2018.09.002},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/Boulle18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/BoucharebBCR18,
author = {Aichetou Bouchareb and
Marc Boull{\'{e}} and
Fabrice Cl{\'{e}}rot and
Fabrice Rossi},
editor = {Bruno Pinaud and
Fabrice Guillet and
Fabien Gandon and
Christine Largeron},
title = {Model Based Co-clustering of Mixed Numerical and Binary Data},
booktitle = {Advances in Knowledge Discovery and Management - Volume 8 [Best of
{EGC} 2017, Grenoble, France, and Best of {EGC} 2018, Paris, France]},
series = {Studies in Computational Intelligence},
volume = {834},
pages = {3--22},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-18129-1\_1},
doi = {10.1007/978-3-030-18129-1\_1},
timestamp = {Sat, 30 Sep 2023 09:40:59 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/BoucharebBCR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/BoucharebBCR18a,
author = {Aichetou Bouchareb and
Marc Boull{\'{e}} and
Fabrice Cl{\'{e}}rot and
Fabrice Rossi},
editor = {Bruno Pinaud and
Fabrice Guillet and
Fabien Gandon and
Christine Largeron},
title = {Co-clustering Based Exploratory Analysis of Mixed-Type Data Tables},
booktitle = {Advances in Knowledge Discovery and Management - Volume 8 [Best of
{EGC} 2017, Grenoble, France, and Best of {EGC} 2018, Paris, France]},
series = {Studies in Computational Intelligence},
volume = {834},
pages = {23--41},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-18129-1\_2},
doi = {10.1007/978-3-030-18129-1\_2},
timestamp = {Wed, 03 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/BoucharebBCR18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/BarctusBC18,
author = {Marius Barctus and
Marc Boull{\'{e}} and
Fabrice Cl{\'{e}}rot},
editor = {Mustapha Lebbah and
Christine Largeron and
Hanane Azzag},
title = {A two level co-clustering algorithm for very large data sets},
booktitle = {Extraction et Gestion des Connaissances, {EGC} 2018, Paris, France,
January 23-26, 2018},
series = {{RNTI}},
volume = {{E-34}},
pages = {95--106},
publisher = {{\'{E}}ditions {RNTI}},
year = {2018},
url = {http://editions-rnti.fr/?inprocid=1002372},
timestamp = {Tue, 26 Nov 2019 17:09:42 +0100},
biburl = {https://dblp.org/rec/conf/f-egc/BarctusBC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/BoucharebBRC18,
author = {Aichetou Bouchareb and
Marc Boull{\'{e}} and
Fabrice Rossi and
Fabrice Cl{\'{e}}rot},
editor = {Mustapha Lebbah and
Christine Largeron and
Hanane Azzag},
title = {Un mod{\`{e}}le Bay{\'{e}}sien de co-clustering de donn{\'{e}}es
mixtes},
booktitle = {Extraction et Gestion des Connaissances, {EGC} 2018, Paris, France,
January 23-26, 2018},
series = {{RNTI}},
volume = {{E-34}},
pages = {275--280},
publisher = {{\'{E}}ditions {RNTI}},
year = {2018},
url = {http://editions-rnti.fr/?inprocid=1002388},
timestamp = {Tue, 22 May 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/BoucharebBRC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/EghoGBVC17,
author = {Elias Egho and
Dominique Gay and
Marc Boull{\'{e}} and
Nicolas Voisine and
Fabrice Cl{\'{e}}rot},
title = {A user parameter-free approach for mining robust sequential classification
rules},
journal = {Knowl. Inf. Syst.},
volume = {52},
number = {1},
pages = {53--81},
year = {2017},
url = {https://doi.org/10.1007/s10115-016-1002-4},
doi = {10.1007/S10115-016-1002-4},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/EghoGBVC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dawak/EghoGTBVC17,
author = {Elias Egho and
Dominique Gay and
Romain Trinquart and
Marc Boull{\'{e}} and
Nicolas Voisine and
Fabrice Cl{\'{e}}rot},
editor = {Ladjel Bellatreche and
Sharma Chakravarthy},
title = {MiSeRe-Hadoop: {A} Large-Scale Robust Sequential Classification Rules
Mining Framework},
booktitle = {Big Data Analytics and Knowledge Discovery - 19th International Conference,
DaWaK 2017, Lyon, France, August 28-31, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10440},
pages = {105--119},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-64283-3\_8},
doi = {10.1007/978-3-319-64283-3\_8},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/dawak/EghoGTBVC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/BoucharebBR17,
author = {Aichetou Bouchareb and
Marc Boull{\'{e}} and
Fabrice Rossi},
editor = {Fabien Gandon and
Gilles Bisson},
title = {Co-clustering de donn{\'{e}}es mixtes {\`{a}} base des mod{\`{e}}les
de m{\'{e}}lange},
booktitle = {17{\`{e}}me Journ{\'{e}}es Francophones Extraction et Gestion
des Connaissances, {EGC} 2017, 24-27 Janvier 2017, Grenoble, France},
series = {{RNTI}},
volume = {{E-33}},
pages = {141--152},
publisher = {{\'{E}}ditions {RNTI}},
year = {2017},
url = {http://editions-rnti.fr/?inprocid=1002276},
timestamp = {Fri, 16 Apr 2021 10:04:12 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/BoucharebBR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/BoucharebBCR17,
author = {Aichetou Bouchareb and
Marc Boull{\'{e}} and
Fabrice Cl{\'{e}}rot and
Fabrice Rossi},
editor = {Fabien Gandon and
Gilles Bisson},
title = {Application du coclustering {\`{a}} l'analyse exploratoire d'une table
de donn{\'{e}}es},
booktitle = {17{\`{e}}me Journ{\'{e}}es Francophones Extraction et Gestion
des Connaissances, {EGC} 2017, 24-27 Janvier 2017, Grenoble, France},
series = {{RNTI}},
volume = {{E-33}},
pages = {177--188},
publisher = {{\'{E}}ditions {RNTI}},
year = {2017},
url = {http://editions-rnti.fr/?inprocid=1002279},
timestamp = {Tue, 22 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/BoucharebBCR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/AhomagnonVB17,
author = {S{\`{e}}nami C. Fr{\'{e}}jus Ahomagnon and
Nicolas Voisine and
Marc Boull{\'{e}}},
editor = {Fabien Gandon and
Gilles Bisson},
title = {S{\'{e}}lection et transformation de variables pour la classification
Multi-Label par une approche {MDL}},
booktitle = {17{\`{e}}me Journ{\'{e}}es Francophones Extraction et Gestion
des Connaissances, {EGC} 2017, 24-27 Janvier 2017, Grenoble, France},
series = {{RNTI}},
volume = {{E-33}},
pages = {345--350},
publisher = {{\'{E}}ditions {RNTI}},
year = {2017},
url = {http://editions-rnti.fr/?inprocid=1002296},
timestamp = {Fri, 17 Nov 2017 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/f-egc/AhomagnonVB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/GuerrazBGLC16,
author = {Bruno Guerraz and
Marc Boull{\'{e}} and
Dominique Gay and
Vincent Lemaire and
Fabrice Cl{\'{e}}rot},
editor = {Cyril de Runz and
Bruno Cr{\'{e}}milleux},
title = {Analyse exploratoire par k-Coclustering avec Khiops CoViz},
booktitle = {16{\`{e}}me Journ{\'{e}}es Francophones Extraction et Gestion
des Connaissances, {EGC} 2016, 18-22 Janvier 2016, Reims, France},
series = {Revue des Nouvelles Technologies de l'Information},
volume = {{E-30}},
pages = {493--498},
publisher = {{\'{E}}ditions {RNTI}},
year = {2016},
url = {http://editions-rnti.fr/?inprocid=1002206},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/GuerrazBGLC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/Boulle16,
author = {Marc Boull{\'{e}}},
editor = {Cyril de Runz and
Bruno Cr{\'{e}}milleux},
title = {Khiops: outil d'apprentissage supervis{\'{e}} automatique pour
la fouille de grandes bases de donn{\'{e}}es multi-tables},
booktitle = {16{\`{e}}me Journ{\'{e}}es Francophones Extraction et Gestion
des Connaissances, {EGC} 2016, 18-22 Janvier 2016, Reims, France},
series = {Revue des Nouvelles Technologies de l'Information},
volume = {{E-30}},
pages = {505--510},
publisher = {{\'{E}}ditions {RNTI}},
year = {2016},
url = {http://editions-rnti.fr/?inprocid=1002208},
timestamp = {Fri, 22 Jan 2016 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/f-egc/Boulle16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fedcsis/Boulle16,
author = {Marc Boull{\'{e}}},
editor = {Maria Ganzha and
Leszek A. Maciaszek and
Marcin Paprzycki},
title = {Predicting Dangerous Seismic Events in Coal Mines under Distribution
Drift},
booktitle = {Proceedings of the 2016 Federated Conference on Computer Science and
Information Systems, FedCSIS 2016, Gda{\'{n}}sk, Poland, September
11-14, 2016},
series = {Annals of Computer Science and Information Systems},
volume = {8},
pages = {221--224},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.15439/2016F21},
doi = {10.15439/2016F21},
timestamp = {Tue, 23 Apr 2024 09:56:26 +0200},
biburl = {https://dblp.org/rec/conf/fedcsis/Boulle16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BoulleCH16,
author = {Marc Boull{\'{e}} and
Fabrice Cl{\'{e}}rot and
Carine Hue},
title = {Revisiting enumerative two-part crude {MDL} for Bernoulli and multinomial
distributions (Extended version)},
journal = {CoRR},
volume = {abs/1608.05522},
year = {2016},
url = {http://arxiv.org/abs/1608.05522},
eprinttype = {arXiv},
eprint = {1608.05522},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BoulleCH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GuigouresBR16,
author = {Romain Guigour{\`{e}}s and
Marc Boull{\'{e}} and
Fabrice Rossi},
title = {Discovering Patterns in Time-Varying Graphs: {A} Triclustering Approach},
journal = {CoRR},
volume = {abs/1608.07929},
year = {2016},
url = {http://arxiv.org/abs/1608.07929},
eprinttype = {arXiv},
eprint = {1608.07929},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GuigouresBR16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/GayGBC15,
author = {Dominique Gay and
Romain Guigour{\`{e}}s and
Marc Boull{\'{e}} and
Fabrice Cl{\'{e}}rot},
title = {{TESS:} Temporal event sequence summarization},
booktitle = {2015 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2015, Campus des Cordeliers, Paris, France, October
19-21, 2015},
pages = {1--10},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/DSAA.2015.7344904},
doi = {10.1109/DSAA.2015.7344904},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/GayGBC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/HueBL15,
author = {Carine Hue and
Marc Boull{\'{e}} and
Vincent Lemaire},
editor = {Fabrice Guillet and
Bruno Pinaud and
Gilles Venturini},
title = {Online Learning of a Weighted Selective Naive Bayes Classifier with
Non-convex Optimization},
booktitle = {Advances in Knowledge Discovery and Management - Volume 6 [Best of
{EGC} 2014, Rennes, France / Best of {EGC} 2015, Luxembourg]},
series = {Studies in Computational Intelligence},
volume = {665},
pages = {3--17},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-45763-5\_1},
doi = {10.1007/978-3-319-45763-5\_1},
timestamp = {Sat, 30 Sep 2023 09:40:59 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/HueBL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fedcsis/Boulle15,
author = {Marc Boull{\'{e}}},
editor = {Maria Ganzha and
Leszek A. Maciaszek and
Marcin Paprzycki},
title = {Tagging fireworkers activities from body sensors under distribution
drift},
booktitle = {2015 Federated Conference on Computer Science and Information Systems,
FedCSIS 2015, L{\'{o}}dz, Poland, September 13-16, 2015},
series = {Annals of Computer Science and Information Systems},
volume = {5},
pages = {389--396},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.15439/2015F423},
doi = {10.15439/2015F423},
timestamp = {Tue, 23 Apr 2024 09:56:18 +0200},
biburl = {https://dblp.org/rec/conf/fedcsis/Boulle15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/EghoGBVC15,
author = {Elias Egho and
Dominique Gay and
Marc Boull{\'{e}} and
Nicolas Voisine and
Fabrice Cl{\'{e}}rot},
editor = {Charu C. Aggarwal and
Zhi{-}Hua Zhou and
Alexander Tuzhilin and
Hui Xiong and
Xindong Wu},
title = {A Parameter-Free Approach for Mining Robust Sequential Classification
Rules},
booktitle = {2015 {IEEE} International Conference on Data Mining, {ICDM} 2015,
Atlantic City, NJ, USA, November 14-17, 2015},
pages = {745--750},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDM.2015.87},
doi = {10.1109/ICDM.2015.87},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/EghoGBVC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/SalperwyckBL15,
author = {Christophe Salperwyck and
Marc Boull{\'{e}} and
Vincent Lemaire},
title = {Concept drift detection using supervised bivariate grids},
booktitle = {2015 International Joint Conference on Neural Networks, {IJCNN} 2015,
Killarney, Ireland, July 12-17, 2015},
pages = {1--9},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/IJCNN.2015.7280460},
doi = {10.1109/IJCNN.2015.7280460},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/SalperwyckBL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BonduBC15,
author = {Alexis Bondu and
Marc Boull{\'{e}} and
Antoine Cornu{\'{e}}jols},
editor = {Ahlame Douzal Chouakria and
Jos{\'{e}} A. Vilar Fern{\'{a}}ndez and
Pierre{-}Fran{\c{c}}ois Marteau and
Elizabeth Ann Maharaj and
Andr{\'{e}}s M. Alonso Fern{\'{a}}ndez and
Edoardo Otranto and
Maria{-}Irina Nicolae},
title = {Symbolic Representation of Time Series: {A} Hierarchical Coclustering
Formalization},
booktitle = {Proceedings of the 1st International Workshop on Advanced Analytics
and Learning on Temporal Data, {AALTD} 2015, co-located with The European
Conference on Machine Learning and Principles and Practice of Knowledge
Discovery in Databases {(ECML} {PKDD} 2015), Porto, Portugal, September
11, 2015},
series = {{CEUR} Workshop Proceedings},
volume = {1425},
publisher = {CEUR-WS.org},
year = {2015},
url = {https://ceur-ws.org/Vol-1425/paper5.pdf},
timestamp = {Fri, 10 Mar 2023 16:22:13 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BonduBC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BonduBC15a,
author = {Alexis Bondu and
Marc Boull{\'{e}} and
Antoine Cornu{\'{e}}jols},
editor = {Ahlame Douzal Chouakria and
Jos{\'{e}} A. Vilar Fern{\'{a}}ndez and
Pierre{-}Fran{\c{c}}ois Marteau},
title = {Symbolic Representation of Time Series: {A} Hierarchical Coclustering
Formalization},
booktitle = {Advanced Analysis and Learning on Temporal Data - First {ECML} {PKDD}
Workshop, {AALTD} 2015, Porto, Portugal, September 11, 2015, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {9785},
pages = {3--16},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-44412-3\_1},
doi = {10.1007/978-3-319-44412-3\_1},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/BonduBC15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GuigouresGBCR15,
author = {Romain Guigour{\`{e}}s and
Dominique Gay and
Marc Boull{\'{e}} and
Fabrice Cl{\'{e}}rot and
Fabrice Rossi},
editor = {Albert Bifet and
Michael May and
Bianca Zadrozny and
Ricard Gavald{\`{a}} and
Dino Pedreschi and
Francesco Bonchi and
Jaime S. Cardoso and
Myra Spiliopoulou},
title = {Country-Scale Exploratory Analysis of Call Detail Records Through
the Lens of Data Grid Models},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2015, Porto, Portugal, September 7-11, 2015, Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {9286},
pages = {37--52},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-23461-8\_3},
doi = {10.1007/978-3-319-23461-8\_3},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/GuigouresGBCR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsfdgrc/Boulle15,
author = {Marc Boull{\'{e}}},
editor = {Yiyu Yao and
Qinghua Hu and
Hong Yu and
Jerzy W. Grzymala{-}Busse},
title = {Prediction of Methane Outbreak in Coal Mines from Historical Sensor
Data under Distribution Drift},
booktitle = {Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing - 15th
International Conference, RSFDGrC 2015, Tianjin, China, November 20-23,
2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9437},
pages = {439--451},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-25783-9\_39},
doi = {10.1007/978-3-319-25783-9\_39},
timestamp = {Fri, 20 Mar 2020 08:21:34 +0100},
biburl = {https://dblp.org/rec/conf/rsfdgrc/Boulle15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GuigouresGBCR15,
author = {Romain Guigour{\`{e}}s and
Dominique Gay and
Marc Boull{\'{e}} and
Fabrice Cl{\'{e}}rot and
Fabrice Rossi},
title = {Country-scale Exploratory Analysis of Call Detail Records through
the Lens of Data Grid Models},
journal = {CoRR},
volume = {abs/1503.06060},
year = {2015},
url = {http://arxiv.org/abs/1503.06060},
eprinttype = {arXiv},
eprint = {1503.06060},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GuigouresGBCR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GayGBC15,
author = {Dominique Gay and
Romain Guigour{\`{e}}s and
Marc Boull{\'{e}} and
Fabrice Cl{\'{e}}rot},
title = {Cats {\&} Co: Categorical Time Series Coclustering},
journal = {CoRR},
volume = {abs/1505.01300},
year = {2015},
url = {http://arxiv.org/abs/1505.01300},
eprinttype = {arXiv},
eprint = {1505.01300},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GayGBC15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Boulle15,
author = {Marc Boull{\'{e}}},
title = {Universal Approximation of Edge Density in Large Graphs},
journal = {CoRR},
volume = {abs/1508.01340},
year = {2015},
url = {http://arxiv.org/abs/1508.01340},
eprinttype = {arXiv},
eprint = {1508.01340},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Boulle15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GuigouresBR15,
author = {Romain Guigour{\`{e}}s and
Marc Boull{\'{e}} and
Fabrice Rossi},
title = {A Study of the Spatio-Temporal Correlations in Mobile Calls Networks},
journal = {CoRR},
volume = {abs/1510.09005},
year = {2015},
url = {http://arxiv.org/abs/1510.09005},
eprinttype = {arXiv},
eprint = {1510.09005},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GuigouresBR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/MahrsiGRB15,
author = {Mohamed Khalil El Mahrsi and
Romain Guigour{\`{e}}s and
Fabrice Rossi and
Marc Boull{\'{e}}},
title = {Co-Clustering Network-Constrained Trajectory Data},
journal = {CoRR},
volume = {abs/1511.01281},
year = {2015},
url = {http://arxiv.org/abs/1511.01281},
eprinttype = {arXiv},
eprint = {1511.01281},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/MahrsiGRB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/GuigouresGBC14,
author = {Romain Guigour{\`{e}}s and
Dominique Gay and
Marc Boull{\'{e}} and
Fabrice Cl{\'{e}}rot},
editor = {Chantal Reynaud and
Arnaud Martin and
Ren{\'{e}} Quiniou},
title = {Clustering de s{\'{e}}quences d'{\'{e}}v{\`{e}}nements temporels},
booktitle = {14{\`{e}}mes Journ{\'{e}}es Francophones Extraction et Gestion
des Connaissances, {EGC} 2014, Rennes, France, 28-32 Janvier, 2014},
series = {Revue des Nouvelles Technologies de l'Information},
volume = {{E-26}},
pages = {191--202},
publisher = {Hermann-{\'{E}}ditions},
year = {2014},
url = {http://editions-rnti.fr/?inprocid=1001929},
timestamp = {Thu, 01 May 2014 17:52:43 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/GuigouresGBC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/HueBL14,
author = {Carine Hue and
Marc Boull{\'{e}} and
Vincent Lemaire},
editor = {Chantal Reynaud and
Arnaud Martin and
Ren{\'{e}} Quiniou},
title = {Apprentissage incr{\'{e}}mental anytime d'un classifieur Bay{\'{e}}sien
na{\"{\i}}f pond{\'{e}}r{\'{e}}},
booktitle = {14{\`{e}}mes Journ{\'{e}}es Francophones Extraction et Gestion
des Connaissances, {EGC} 2014, Rennes, France, 28-32 Janvier, 2014},
series = {Revue des Nouvelles Technologies de l'Information},
volume = {{E-26}},
pages = {287--298},
publisher = {Hermann-{\'{E}}ditions},
year = {2014},
url = {http://editions-rnti.fr/?inprocid=1001939},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/HueBL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fedcsis/Boulle14,
author = {Marc Boull{\'{e}}},
editor = {Maria Ganzha and
Leszek A. Maciaszek and
Marcin Paprzycki},
title = {Parsimonious Naive Bayes},
booktitle = {Proceedings of the 2014 Federated Conference on Computer Science and
Information Systems, Warsaw, Poland, September 7-10, 2014},
series = {Annals of Computer Science and Information Systems},
volume = {2},
pages = {355--359},
year = {2014},
url = {https://doi.org/10.15439/2014F496},
doi = {10.15439/2014F496},
timestamp = {Tue, 23 Apr 2024 09:55:03 +0200},
biburl = {https://dblp.org/rec/conf/fedcsis/Boulle14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Boulle14,
author = {Marc Boull{\'{e}}},
editor = {Toon Calders and
Floriana Esposito and
Eyke H{\"{u}}llermeier and
Rosa Meo},
title = {Towards Automatic Feature Construction for Supervised Classification},
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 = {181--196},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-44848-9\_12},
doi = {10.1007/978-3-662-44848-9\_12},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Boulle14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GuerrazBGC14,
author = {Bruno Guerraz and
Marc Boull{\'{e}} and
Dominique Gay and
Fabrice Cl{\'{e}}rot},
editor = {Toon Calders and
Floriana Esposito and
Eyke H{\"{u}}llermeier and
Rosa Meo},
title = {Khiops CoViz: {A} Tool for Visual Exploratory Analysis of k-Coclustering
Results},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2014, Nancy, France, September 15-19, 2014. Proceedings,
Part {III}},
series = {Lecture Notes in Computer Science},
volume = {8726},
pages = {444--447},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-44845-8\_31},
doi = {10.1007/978-3-662-44845-8\_31},
timestamp = {Thu, 31 Oct 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/GuerrazBGC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/BoulleGR14,
author = {Marc Boull{\'{e}} and
Romain Guigour{\`{e}}s and
Fabrice Rossi},
title = {Nonparametric Hierarchical Clustering of Functional Data},
journal = {CoRR},
volume = {abs/1407.0612},
year = {2014},
url = {http://arxiv.org/abs/1407.0612},
eprinttype = {arXiv},
eprint = {1407.0612},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/BoulleGR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/GuigouresBR13a,
author = {Romain Guigour{\`{e}}s and
Marc Boull{\'{e}} and
Fabrice Rossi},
editor = {Fabrice Guillet and
Bruno Pinaud and
Gilles Venturini and
Djamel Abdelkader Zighed},
title = {A Study of the Spatio-Temporal Correlations in Mobile Calls Networks},
booktitle = {Advances in Knowledge Discovery and Management - Volume 5 [Best of
{EGC} 2013, Toulouse, France]},
series = {Studies in Computational Intelligence},
volume = {615},
pages = {3--17},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-319-23751-0\_1},
doi = {10.1007/978-3-319-23751-0\_1},
timestamp = {Sat, 30 Sep 2023 09:40:59 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/GuigouresBR13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/MahrsiGRB13a,
author = {Mohamed Khalil El Mahrsi and
Romain Guigour{\`{e}}s and
Fabrice Rossi and
Marc Boull{\'{e}}},
editor = {Fabrice Guillet and
Bruno Pinaud and
Gilles Venturini and
Djamel Abdelkader Zighed},
title = {Co-Clustering Network-Constrained Trajectory Data},
booktitle = {Advances in Knowledge Discovery and Management - Volume 5 [Best of
{EGC} 2013, Toulouse, France]},
series = {Studies in Computational Intelligence},
volume = {615},
pages = {19--32},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-319-23751-0\_2},
doi = {10.1007/978-3-319-23751-0\_2},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/f-egc/MahrsiGRB13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/BoulleL13,
author = {Marc Boull{\'{e}} and
Dhafer Lahbib},
editor = {Christel Vrain and
Andr{\'{e}} P{\'{e}}ninou and
Florence S{\`{e}}des},
title = {Vers une Automatisation de la Construction de Variables pour la Classification
Supervis{\'{e}}e},
booktitle = {Extraction et gestion des connaissances (EGC'2013), Actes, 29 janvier
- 01 f{\'{e}}vrier 2013, Toulouse, France},
series = {Revue des Nouvelles Technologies de l'Information},
volume = {{RNTI-E-24}},
pages = {25--36},
publisher = {Hermann-{\'{E}}ditions},
year = {2013},
url = {http://editions-rnti.fr/?inprocid=1001819},
timestamp = {Thu, 24 Apr 2014 17:37:27 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/BoulleL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/LahbibBL13,
author = {Dhafer Lahbib and
Marc Boull{\'{e}} and
Dominique Laurent},
editor = {Christel Vrain and
Andr{\'{e}} P{\'{e}}ninou and
Florence S{\`{e}}des},
title = {Un Crit{\`{e}}re d'{\'{E}}valuation pour la Construction de Variables
{\`{a}} base d'Itemsets pour l'Apprentissage Supervis{\'{e}}
Multi-Tables},
booktitle = {Extraction et gestion des connaissances (EGC'2013), Actes, 29 janvier
- 01 f{\'{e}}vrier 2013, Toulouse, France},
series = {Revue des Nouvelles Technologies de l'Information},
volume = {{RNTI-E-24}},
pages = {85--90},
publisher = {Hermann-{\'{E}}ditions},
year = {2013},
url = {http://editions-rnti.fr/?inprocid=1001824},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/LahbibBL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/MahrsiGRB13,
author = {Mohamed Khalil El Mahrsi and
Romain Guigour{\`{e}}s and
Fabrice Rossi and
Marc Boull{\'{e}}},
editor = {Christel Vrain and
Andr{\'{e}} P{\'{e}}ninou and
Florence S{\`{e}}des},
title = {Classifications crois{\'{e}}es de donn{\'{e}}es de trajectoires
contraintes par un r{\'{e}}seau routier},
booktitle = {Extraction et gestion des connaissances (EGC'2013), Actes, 29 janvier
- 01 f{\'{e}}vrier 2013, Toulouse, France},
series = {Revue des Nouvelles Technologies de l'Information},
volume = {{RNTI-E-24}},
pages = {341--352},
publisher = {Hermann-{\'{E}}ditions},
year = {2013},
url = {http://editions-rnti.fr/?inprocid=1001854},
timestamp = {Thu, 24 Apr 2014 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/MahrsiGRB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/GayB13,
author = {Dominique Gay and
Marc Boull{\'{e}}},
editor = {Christel Vrain and
Andr{\'{e}} P{\'{e}}ninou and
Florence S{\`{e}}des},
title = {Construction de descripteurs {\`{a}} partir du coclustering pour la
classification supervis{\'{e}}e de s{\'{e}}ries temporelles},
booktitle = {Extraction et gestion des connaissances (EGC'2013), Actes, 29 janvier
- 01 f{\'{e}}vrier 2013, Toulouse, France},
series = {Revue des Nouvelles Technologies de l'Information},
volume = {{RNTI-E-24}},
pages = {353--364},
publisher = {Hermann-{\'{E}}ditions},
year = {2013},
url = {http://editions-rnti.fr/?inprocid=1001855},
timestamp = {Thu, 24 Apr 2014 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/GayB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/SalperwyckBL13,
author = {Christophe Salperwyck and
Marc Boull{\'{e}} and
Vincent Lemaire},
editor = {Christel Vrain and
Andr{\'{e}} P{\'{e}}ninou and
Florence S{\`{e}}des},
title = {Grille bivari{\'{e}}e pour la d{\'{e}}tection de changement
dans un flux {\'{e}}tiquet{\'{e}}},
booktitle = {Extraction et gestion des connaissances (EGC'2013), Actes, 29 janvier
- 01 f{\'{e}}vrier 2013, Toulouse, France},
series = {Revue des Nouvelles Technologies de l'Information},
volume = {{RNTI-E-24}},
pages = {389--400},
publisher = {Hermann-{\'{E}}ditions},
year = {2013},
url = {http://editions-rnti.fr/?inprocid=1001859},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/SalperwyckBL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/GuigouresBR13,
author = {Romain Guigour{\`{e}}s and
Marc Boull{\'{e}} and
Fabrice Rossi},
editor = {Christel Vrain and
Andr{\'{e}} P{\'{e}}ninou and
Florence S{\`{e}}des},
title = {{\'{E}}tude des corr{\'{e}}lations spatio-temporelles des
appels mobiles en France},
booktitle = {Extraction et gestion des connaissances (EGC'2013), Actes, 29 janvier
- 01 f{\'{e}}vrier 2013, Toulouse, France},
series = {Revue des Nouvelles Technologies de l'Information},
volume = {{RNTI-E-24}},
pages = {437--448},
publisher = {Hermann-{\'{E}}ditions},
year = {2013},
url = {http://editions-rnti.fr/?inprocid=1001865},
timestamp = {Thu, 24 Apr 2014 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/GuigouresBR13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/BonduBG13,
author = {Alexis Bondu and
Marc Boull{\'{e}} and
Beno{\^{\i}}t Grossin},
title = {{SAXO:} An optimized data-driven symbolic representation of time series},
booktitle = {The 2013 International Joint Conference on Neural Networks, {IJCNN}
2013, Dallas, TX, USA, August 4-9, 2013},
pages = {1--9},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IJCNN.2013.6706816},
doi = {10.1109/IJCNN.2013.6706816},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/BonduBG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GayGBC13,
author = {Dominique Gay and
Romain Guigour{\`{e}}s and
Marc Boull{\'{e}} and
Fabrice Cl{\'{e}}rot},
editor = {Annalisa Appice and
Michelangelo Ceci and
Corrado Loglisci and
Giuseppe Manco and
Elio Masciari and
Zbigniew W. Ras},
title = {Feature Extraction over Multiple Representations for Time Series Classification},
booktitle = {New Frontiers in Mining Complex Patterns - Second International Workshop,
{NFMCP} 2013, Held in Conjunction with {ECML-PKDD} 2013, Prague, Czech
Republic, September 27, 2013, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {8399},
pages = {18--34},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-319-08407-7\_2},
doi = {10.1007/978-3-319-08407-7\_2},
timestamp = {Thu, 05 Dec 2019 17:07:16 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/GayGBC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1301-2659,
author = {Romain Guigour{\`{e}}s and
Marc Boull{\'{e}} and
Fabrice Rossi},
title = {A Triclustering Approach for Time Evolving Graphs},
journal = {CoRR},
volume = {abs/1301.2659},
year = {2013},
url = {http://arxiv.org/abs/1301.2659},
eprinttype = {arXiv},
eprint = {1301.2659},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1301-2659.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/Boulle12,
author = {Marc Boull{\'{e}}},
title = {Functional data clustering via piecewise constant nonparametric density
estimation},
journal = {Pattern Recognit.},
volume = {45},
number = {12},
pages = {4389--4401},
year = {2012},
url = {https://doi.org/10.1016/j.patcog.2012.05.016},
doi = {10.1016/J.PATCOG.2012.05.016},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/Boulle12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/BoulleGR12a,
author = {Marc Boull{\'{e}} and
Romain Guigour{\`{e}}s and
Fabrice Rossi},
editor = {Fabrice Guillet and
Bruno Pinaud and
Gilles Venturini and
Djamel Abdelkader Zighed},
title = {Nonparametric Hierarchical Clustering of Functional Data},
booktitle = {Advances in Knowledge Discovery and Management - Volume 4 [Best of
{EGC} 2012, Bordeaux, France]},
series = {Studies in Computational Intelligence},
volume = {527},
pages = {15--35},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-319-02999-3\_2},
doi = {10.1007/978-3-319-02999-3\_2},
timestamp = {Sat, 30 Sep 2023 09:40:59 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/BoulleGR12a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/Boulle12,
author = {Marc Boull{\'{e}}},
editor = {Yves Lechevallier and
Guy Melan{\c{c}}on and
Bruno Pinaud},
title = {S{\'{e}}lection Bay{\'{e}}sienne de Mod{\`{e}}les avec Prior
D{\'{e}}pendant des Donn{\'{e}}es},
booktitle = {Extraction et gestion des connaissances (EGC'2012), Actes, janvier
31 - f{\'{e}}vrier 2012, Bordeaux, France},
series = {Revue des Nouvelles Technologies de l'Information},
volume = {{RNTI-E-23}},
pages = {29--34},
publisher = {Hermann-{\'{E}}ditions},
year = {2012},
url = {http://editions-rnti.fr/?inprocid=1001136},
timestamp = {Thu, 24 Apr 2014 17:37:27 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/Boulle12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/LahbibBL12a,
author = {Dhafer Lahbib and
Marc Boull{\'{e}} and
Dominique Laurent},
editor = {Fabrice Guillet and
Bruno Pinaud and
Gilles Venturini and
Djamel Abdelkader Zighed},
title = {Supervised Pre-processing of Numerical Variables for Multi-Relational
Data Mining},
booktitle = {Advances in Knowledge Discovery and Management - Volume 4 [Best of
{EGC} 2012, Bordeaux, France]},
series = {Studies in Computational Intelligence},
volume = {527},
pages = {95--109},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-319-02999-3\_6},
doi = {10.1007/978-3-319-02999-3\_6},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/LahbibBL12a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/BoulleGR12,
author = {Marc Boull{\'{e}} and
Romain Guigour{\`{e}}s and
Fabrice Rossi},
editor = {Yves Lechevallier and
Guy Melan{\c{c}}on and
Bruno Pinaud},
title = {Clustering hi{\'{e}}rarchique non param{\'{e}}trique de
donn{\'{e}}es fonctionnelles},
booktitle = {Extraction et gestion des connaissances (EGC'2012), Actes, janvier
31 - f{\'{e}}vrier 2012, Bordeaux, France},
series = {Revue des Nouvelles Technologies de l'Information},
volume = {{RNTI-E-23}},
pages = {101--112},
publisher = {Hermann-{\'{E}}ditions},
year = {2012},
url = {http://editions-rnti.fr/?inprocid=1001137},
timestamp = {Thu, 24 Apr 2014 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/BoulleGR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/LahbibBL12,
author = {Dhafer Lahbib and
Marc Boull{\'{e}} and
Dominique Laurent},
editor = {Yves Lechevallier and
Guy Melan{\c{c}}on and
Bruno Pinaud},
title = {Pr{\'{e}}traitement Supervis{\'{e}} des Variables Num{\'{e}}riques
pour la Fouille de Donn{\'{e}}es Multi-Tables},
booktitle = {Extraction et gestion des connaissances (EGC'2012), Actes, janvier
31 - f{\'{e}}vrier 2012, Bordeaux, France},
series = {Revue des Nouvelles Technologies de l'Information},
volume = {{RNTI-E-23}},
pages = {501--512},
publisher = {Hermann-{\'{E}}ditions},
year = {2012},
url = {http://editions-rnti.fr/?inprocid=1001191},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/LahbibBL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/GuigouresBR12,
author = {Romain Guigour{\`{e}}s and
Marc Boull{\'{e}} and
Fabrice Rossi},
editor = {Jilles Vreeken and
Charles Ling and
Mohammed Javeed Zaki and
Arno Siebes and
Jeffrey Xu Yu and
Bart Goethals and
Geoffrey I. Webb and
Xindong Wu},
title = {A Triclustering Approach for Time Evolving Graphs},
booktitle = {12th {IEEE} International Conference on Data Mining Workshops, {ICDM}
Workshops, Brussels, Belgium, December 10, 2012},
pages = {115--122},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/ICDMW.2012.61},
doi = {10.1109/ICDMW.2012.61},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/GuigouresBR12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ilp/LahbibBL12,
author = {Dhafer Lahbib and
Marc Boull{\'{e}} and
Dominique Laurent},
editor = {Fabrizio Riguzzi and
Filip Zelezn{\'{y}}},
title = {Itemset-Based Variable Construction in Multi-relational Supervised
Learning},
booktitle = {Inductive Logic Programming - 22nd International Conference, {ILP}
2012, Dubrovnik, Croatia, September 17-19, 2012, Revised Selected
Papers},
series = {Lecture Notes in Computer Science},
volume = {7842},
pages = {130--150},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-38812-5\_10},
doi = {10.1007/978-3-642-38812-5\_10},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ilp/LahbibBL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/GayB12,
author = {Dominique Gay and
Marc Boull{\'{e}}},
editor = {Peter A. Flach and
Tijl De Bie and
Nello Cristianini},
title = {A Bayesian Approach for Classification Rule Mining in Quantitative
Databases},
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 = {243--259},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33486-3\_16},
doi = {10.1007/978-3-642-33486-3\_16},
timestamp = {Tue, 14 May 2019 10:00:47 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/GayB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/GuigouresB11,
author = {Romain Guigour{\`{e}}s and
Marc Boull{\'{e}}},
editor = {Ali Khenchaf and
Pascal Poncelet},
title = {Optimisation directe des poids de mod{\`{e}}les dans un pr{\'{e}}dicteur
Bay{\'{e}}sien na{\"{\i}}f moyenn{\'{e}}},
booktitle = {Extraction et gestion des connaissances (EGC'2011), Actes, 25 au 29
janvier 2011, Brest, France},
series = {Revue des Nouvelles Technologies de l'Information},
volume = {{RNTI-E-20}},
pages = {77--82},
publisher = {Hermann-{\'{E}}ditions},
year = {2011},
url = {http://editions-rnti.fr/?inprocid=1000932},
timestamp = {Thu, 24 Apr 2014 17:37:27 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/GuigouresB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/BonduB11,
author = {Alexis Bondu and
Marc Boull{\'{e}}},
editor = {Ali Khenchaf and
Pascal Poncelet},
title = {D{\'{e}}tection de changements de distribution dans un flux de
donn{\'{e}}es : une approche supervis{\'{e}}e},
booktitle = {Extraction et gestion des connaissances (EGC'2011), Actes, 25 au 29
janvier 2011, Brest, France},
series = {Revue des Nouvelles Technologies de l'Information},
volume = {{RNTI-E-20}},
pages = {191--196},
publisher = {Hermann-{\'{E}}ditions},
year = {2011},
url = {http://editions-rnti.fr/?inprocid=1000944},
timestamp = {Thu, 24 Apr 2014 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/BonduB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/Boulle11,
author = {Marc Boull{\'{e}}},
editor = {Ali Khenchaf and
Pascal Poncelet},
title = {Estimation de la densit{\'{e}} d'arcs dans les graphes de grande
taille : une alternative {\`{a}} la d{\'{e}}tection de clusters},
booktitle = {Extraction et gestion des connaissances (EGC'2011), Actes, 25 au 29
janvier 2011, Brest, France},
series = {Revue des Nouvelles Technologies de l'Information},
volume = {{RNTI-E-20}},
pages = {353--364},
publisher = {Hermann-{\'{E}}ditions},
year = {2011},
url = {http://editions-rnti.fr/?inprocid=1000986},
timestamp = {Thu, 24 Apr 2014 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/Boulle11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/LahbibBL11,
author = {Dhafer Lahbib and
Marc Boull{\'{e}} and
Dominique Laurent},
editor = {Ali Khenchaf and
Pascal Poncelet},
title = {S{\'{e}}lection des variables informatives pour l'apprentissage
supervis{\'{e}} multi-tables},
booktitle = {Extraction et gestion des connaissances (EGC'2011), Actes, 25 au 29
janvier 2011, Brest, France},
series = {Revue des Nouvelles Technologies de l'Information},
volume = {{RNTI-E-20}},
pages = {425--430},
publisher = {Hermann-{\'{E}}ditions},
year = {2011},
url = {http://editions-rnti.fr/?inprocid=1000995},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/LahbibBL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/GayB11,
author = {Dominique Gay and
Marc Boull{\'{e}}},
editor = {Ali Khenchaf and
Pascal Poncelet},
title = {Un crit{\`{e}}re Bay{\'{e}}sien pour {\'{e}}valuer la robustesse
des r{\`{e}}gles de classification},
booktitle = {Extraction et gestion des connaissances (EGC'2011), Actes, 25 au 29
janvier 2011, Brest, France},
series = {Revue des Nouvelles Technologies de l'Information},
volume = {{RNTI-E-20}},
pages = {539--550},
publisher = {Hermann-{\'{E}}ditions},
year = {2011},
url = {http://editions-rnti.fr/?inprocid=1001013},
timestamp = {Thu, 24 Apr 2014 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/GayB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/BonduB11,
author = {Alexis Bondu and
Marc Boull{\'{e}}},
title = {A supervised approach for change detection in data streams},
booktitle = {The 2011 International Joint Conference on Neural Networks, {IJCNN}
2011, San Jose, California, USA, July 31 - August 5, 2011},
pages = {519--526},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/IJCNN.2011.6033265},
doi = {10.1109/IJCNN.2011.6033265},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/BonduB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/LahbibBL11,
author = {Dhafer Lahbib and
Marc Boull{\'{e}} and
Dominique Laurent},
editor = {Petra Perner},
title = {Informative Variables Selection for Multi-relational Supervised Learning},
booktitle = {Machine Learning and Data Mining in Pattern Recognition - 7th International
Conference, {MLDM} 2011, New York, NY, USA, August 30 - September
3, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6871},
pages = {75--87},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23199-5\_6},
doi = {10.1007/978-3-642-23199-5\_6},
timestamp = {Fri, 30 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mldm/LahbibBL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:series/sci/GayB13,
author = {Dominique Gay and
Marc Boull{\'{e}}},
editor = {Fabrice Guillet and
Bruno Pinaud and
Gilles Venturini and
Djamel Abdelkader Zighed},
title = {A Bayesian Criterion for Evaluating the Robustness of Classification
Rules in Binary Data Sets},
booktitle = {Advances in Knowledge Discovery and Management - Volume 3 [Best of
{EGC} 2011, Brest, France]},
series = {Studies in Computational Intelligence},
volume = {471},
pages = {3--21},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-35855-5\_1},
doi = {10.1007/978-3-642-35855-5\_1},
timestamp = {Sat, 30 Sep 2023 10:30:33 +0200},
biburl = {https://dblp.org/rec/series/sci/GayB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/BonduBL10,
author = {Alexis Bondu and
Marc Boull{\'{e}} and
Vincent Lemaire},
title = {A non-parametric semi-supervised discretization method},
journal = {Knowl. Inf. Syst.},
volume = {24},
number = {1},
pages = {35--57},
year = {2010},
url = {https://doi.org/10.1007/s10115-009-0230-2},
doi = {10.1007/S10115-009-0230-2},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/BonduBL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/FerrandizB10,
author = {Sylvain Ferrandiz and
Marc Boull{\'{e}}},
title = {Bayesian instance selection for the nearest neighbor rule},
journal = {Mach. Learn.},
volume = {81},
number = {3},
pages = {229--256},
year = {2010},
url = {https://doi.org/10.1007/s10994-010-5170-2},
doi = {10.1007/S10994-010-5170-2},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/FerrandizB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dawak/FessantCBF10,
author = {Fran{\c{c}}oise Fessant and
Aur{\'{e}}lie Le Cam and
Marc Boull{\'{e}} and
Rapha{\"{e}}l F{\'{e}}raud},
editor = {Torben Bach Pedersen and
Mukesh K. Mohania and
A Min Tjoa},
title = {Modelling Complex Data by Learning Which Variable to Construct},
booktitle = {Data Warehousing and Knowledge Discovery, 12th International Conference,
{DAWAK} 2010, Bilbao, Spain, August/September 2010. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6263},
pages = {324--335},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15105-7\_26},
doi = {10.1007/978-3-642-15105-7\_26},
timestamp = {Tue, 14 May 2019 10:00:41 +0200},
biburl = {https://dblp.org/rec/conf/dawak/FessantCBF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/Boulle10a,
author = {Marc Boull{\'{e}}},
editor = {Fabrice Guillet and
Gilbert Ritschard and
Djamel Abdelkader Zighed},
title = {Simultaneous Partitioning of Input and Class Variables for Supervised
Classification Problems with Many Classes},
booktitle = {Advances in Knowledge Discovery and Management - Volume 2 [Best of
{EGC} 2010, Hammamet, Tunisie]},
series = {Studies in Computational Intelligence},
volume = {398},
pages = {105--119},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-25838-1\_6},
doi = {10.1007/978-3-642-25838-1\_6},
timestamp = {Sat, 30 Sep 2023 09:40:59 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/Boulle10a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/Boulle10,
author = {Marc Boull{\'{e}}},
editor = {Sadok Ben Yahia and
Jean{-}Marc Petit},
title = {Classification supervis{\'{e}}e pour de grands nombres de valeurs
{\`{a}} pr{\'{e}}dire},
booktitle = {Extraction et gestion des connaissances (EGC'2010), Actes, 26 au 29
janvier 2010, Hammamet, Tunisie},
series = {Revue des Nouvelles Technologies de l'Information},
volume = {{RNTI-E-19}},
pages = {537--548},
publisher = {C{\'{e}}padu{\`{e}}s-{\'{E}}ditions},
year = {2010},
url = {http://editions-rnti.fr/?inprocid=1001352},
timestamp = {Thu, 24 Apr 2014 17:37:27 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/Boulle10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/BonduLB10,
author = {Alexis Bondu and
Vincent Lemaire and
Marc Boull{\'{e}}},
editor = {Sadok Ben Yahia and
Jean{-}Marc Petit},
title = {Une nouvelle strat{\'{e}}gie d'apprentissage Bay{\'{e}}sienne},
booktitle = {Extraction et gestion des connaissances (EGC'2010), Actes, 26 au 29
janvier 2010, Hammamet, Tunisie},
series = {Revue des Nouvelles Technologies de l'Information},
volume = {{RNTI-E-19}},
pages = {707--708},
publisher = {C{\'{e}}padu{\`{e}}s-{\'{E}}ditions},
year = {2010},
url = {http://editions-rnti.fr/?inprocid=1001463},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/BonduLB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/BonduLB10,
author = {Alexis Bondu and
Vincent Lemaire and
Marc Boull{\'{e}}},
title = {Exploration vs. exploitation in active learning : {A} Bayesian approach},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2010, Barcelona,
Spain, 18-23 July, 2010},
pages = {1--7},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/IJCNN.2010.5596815},
doi = {10.1109/IJCNN.2010.5596815},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/BonduLB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LemaireBCG10,
author = {Vincent Lemaire and
Marc Boull{\'{e}} and
Fabrice Cl{\'{e}}rot and
Pascal Gouzien},
title = {A method to build a representation using a classifier and its use
in a {K} Nearest Neighbors-based deployment},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2010, Barcelona,
Spain, 18-23 July, 2010},
pages = {1--8},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/IJCNN.2010.5596539},
doi = {10.1109/IJCNN.2010.5596539},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/LemaireBCG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/FeraudBCFL10,
author = {Rapha{\"{e}}l F{\'{e}}raud and
Marc Boull{\'{e}} and
Fabrice Cl{\'{e}}rot and
Fran{\c{c}}oise Fessant and
Vincent Lemaire},
editor = {Petra Perner},
title = {The Orange Customer Analysis Platform},
booktitle = {Advances in Data Mining. Applications and Theoretical Aspects, 10th
Industrial Conference, {ICDM} 2010, Berlin, Germany, July 12-14, 2010.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6171},
pages = {584--594},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-14400-4\_45},
doi = {10.1007/978-3-642-14400-4\_45},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/incdm/FeraudBCFL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/adac/Boulle09,
author = {Marc Boull{\'{e}}},
title = {Optimum simultaneous discretization with data grid models in supervised
classification: a Bayesian model selection approach},
journal = {Adv. Data Anal. Classif.},
volume = {3},
number = {1},
pages = {39--61},
year = {2009},
url = {https://doi.org/10.1007/s11634-009-0038-7},
doi = {10.1007/S11634-009-0038-7},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/adac/Boulle09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Boulle09,
author = {Marc Boull{\'{e}}},
title = {A Parameter-Free Classification Method for Large Scale Learning},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {1367--1385},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755829},
doi = {10.5555/1577069.1755829},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Boulle09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/GuyonLBDV09,
author = {Isabelle Guyon and
Vincent Lemaire and
Marc Boull{\'{e}} and
Gideon Dror and
David Vogel},
title = {Design and analysis of the {KDD} cup 2009: fast scoring on a large
orange customer database},
journal = {{SIGKDD} Explor.},
volume = {11},
number = {2},
pages = {68--76},
year = {2009},
url = {https://doi.org/10.1145/1809400.1809414},
doi = {10.1145/1809400.1809414},
timestamp = {Tue, 29 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sigkdd/GuyonLBDV09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/egc/VoisineBH09,
author = {Nicolas Voisine and
Marc Boull{\'{e}} and
Carine Hue},
editor = {Fabrice Guillet and
Gilbert Ritschard and
Djamel Abdelkader Zighed and
Henri Briand},
title = {A Bayes Evaluation Criterion for Decision Trees},
booktitle = {Advances in Knowledge Discovery and Management [Best of {EGC} 2009,
Strasbourg, France]},
series = {Studies in Computational Intelligence},
volume = {292},
pages = {21--38},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-00580-0\_2},
doi = {10.1007/978-3-642-00580-0\_2},
timestamp = {Sun, 02 Jun 2019 21:23:12 +0200},
biburl = {https://dblp.org/rec/conf/egc/VoisineBH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/VoisineBH09,
author = {Nicolas Voisine and
Marc Boull{\'{e}} and
Carine Hue},
editor = {Jean{-}Gabriel Ganascia and
Pierre Gan{\c{c}}arski},
title = {Un crit{\`{e}}re d'{\'{e}}valuation Bay{\'{e}}sienne pour
la construction d'arbre de d{\'{e}}cision},
booktitle = {Extraction et gestion des connaissances (EGC'2009), Actes, Strasbourg,
France, 27 au 30 janvier 2009},
series = {Revue des Nouvelles Technologies de l'Information},
volume = {{RNTI-E-15}},
pages = {67--78},
publisher = {C{\'{e}}padu{\`{e}}s-{\'{E}}ditions},
year = {2009},
url = {http://editions-rnti.fr/?inprocid=1000740},
timestamp = {Wed, 11 Jul 2018 09:48:47 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/VoisineBH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/Boulle09,
author = {Marc Boull{\'{e}}},
editor = {Jean{-}Gabriel Ganascia and
Pierre Gan{\c{c}}arski},
title = {Une m{\'{e}}thode de classification supervis{\'{e}}e sans
param{\`{e}}tre pour l'apprentissage sur les grandes bases de donn{\'{e}}es},
booktitle = {Extraction et gestion des connaissances (EGC'2009), Actes, Strasbourg,
France, 27 au 30 janvier 2009},
series = {Revue des Nouvelles Technologies de l'Information},
volume = {{RNTI-E-15}},
pages = {259--264},
publisher = {C{\'{e}}padu{\`{e}}s-{\'{E}}ditions},
year = {2009},
url = {http://editions-rnti.fr/?inprocid=1000770},
timestamp = {Thu, 24 Apr 2014 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/Boulle09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/GuyonLBDV09,
author = {Isabelle Guyon and
Vincent Lemaire and
Marc Boull{\'{e}} and
Gideon Dror and
David Vogel},
editor = {Gideon Dror and
Marc Boull{\'{e}} and
Isabelle Guyon and
Vincent Lemaire and
David Vogel},
title = {Analysis of the {KDD} Cup 2009: Fast Scoring on a Large Orange Customer
Database},
booktitle = {Proceedings of KDD-Cup 2009 competition, Paris, France, June 28, 2009},
series = {{JMLR} Proceedings},
volume = {7},
pages = {1--22},
publisher = {JMLR.org},
year = {2009},
url = {http://proceedings.mlr.press/v7/guyon09.html},
timestamp = {Wed, 02 Sep 2020 16:33:16 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/GuyonLBDV09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/rnti/PoirierFBNB09,
author = {Damien Poirier and
Fran{\c{c}}oise Fessant and
C{\'{e}}cile Bothorel and
Emilie Guimier De Neef and
Marc Boull{\'{e}}},
editor = {Pascal Poncelet and
Mathieu Roche},
title = {Approches Statistique et Linguistique Pour la Classification de Textes
d'Opinion Portant sur les Films},
booktitle = {Fouille de Donn{\'{e}}es d'Opinions},
series = {{RNTI}},
volume = {{E-17}},
pages = {144--167},
publisher = {C{\'{e}}padu{\`{e}}s-{\'{E}}ditions},
year = {2009},
url = {http://editions-rnti.fr/?inprocid=1000884},
timestamp = {Tue, 26 Nov 2019 17:55:56 +0100},
biburl = {https://dblp.org/rec/series/rnti/PoirierFBNB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/kdd/2009kddcup,
editor = {Gideon Dror and
Marc Boull{\'{e}} and
Isabelle Guyon and
Vincent Lemaire and
David Vogel},
title = {Proceedings of KDD-Cup 2009 competition, Paris, France, June 28, 2009},
series = {{JMLR} Proceedings},
volume = {7},
publisher = {JMLR.org},
year = {2009},
url = {http://proceedings.mlr.press/v7/},
timestamp = {Wed, 02 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/2009kddcup.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/Boulle08,
author = {Marc Boull{\'{e}}},
editor = {Fabrice Guillet and
Brigitte Trousse},
title = {Khiops : outil de pr{\'{e}}paration et mod{\'{e}}lisation
des donn{\'{e}}es pour la fouille des grandes bases de donn{\'{e}}es},
booktitle = {Extraction et gestion des connaissances (EGC'2008), Actes des 8{\`{e}}mes
journ{\'{e}}es Extraction et Gestion des Connaissances, Sophia-Antipolis,
France, 29 janvier au 1er f{\'{e}}vrier 2008, 2 Volumes},
series = {Revue des Nouvelles Technologies de l'Information},
volume = {{RNTI-E-11}},
pages = {229--230},
publisher = {C{\'{e}}padu{\`{e}}s-{\'{E}}ditions},
year = {2008},
url = {http://editions-rnti.fr/?inprocid=1000598},
timestamp = {Thu, 24 Apr 2014 17:37:27 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/Boulle08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/FeraudBCF08,
author = {Rapha{\"{e}}l F{\'{e}}raud and
Marc Boull{\'{e}} and
Fabrice Cl{\'{e}}rot and
Fran{\c{c}}oise Fessant},
editor = {Fabrice Guillet and
Brigitte Trousse},
title = {Vers l'exploitation de grandes masses de donn{\'{e}}es},
booktitle = {Extraction et gestion des connaissances (EGC'2008), Actes des 8{\`{e}}mes
journ{\'{e}}es Extraction et Gestion des Connaissances, Sophia-Antipolis,
France, 29 janvier au 1er f{\'{e}}vrier 2008, 2 Volumes},
series = {Revue des Nouvelles Technologies de l'Information},
volume = {{RNTI-E-11}},
pages = {241--252},
publisher = {C{\'{e}}padu{\`{e}}s-{\'{E}}ditions},
year = {2008},
url = {http://editions-rnti.fr/?inprocid=1000609},
timestamp = {Thu, 14 Jul 2016 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/FeraudBCF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/PoirierBB08,
author = {Damien Poirier and
C{\'{e}}cile Bothorel and
Marc Boull{\'{e}}},
editor = {Fabrice Guillet and
Brigitte Trousse},
title = {Analyse exploratoire d'opinions cin{\'{e}}matographiques : co-clustering
de corpus textuels communautaires},
booktitle = {Extraction et gestion des connaissances (EGC'2008), Actes des 8{\`{e}}mes
journ{\'{e}}es Extraction et Gestion des Connaissances, Sophia-Antipolis,
France, 29 janvier au 1er f{\'{e}}vrier 2008, 2 Volumes},
series = {Revue des Nouvelles Technologies de l'Information},
volume = {{RNTI-E-11}},
pages = {565--576},
publisher = {C{\'{e}}padu{\`{e}}s-{\'{E}}ditions},
year = {2008},
url = {http://editions-rnti.fr/?inprocid=1000654},
timestamp = {Thu, 24 Apr 2014 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/PoirierBB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BonduBLLD08,
author = {Alexis Bondu and
Marc Boull{\'{e}} and
Vincent Lemaire and
St{\'{e}}phane Loiseau and
B{\'{e}}atrice Duval},
title = {A Non-parametric Semi-supervised Discretization Method},
booktitle = {Proceedings of the 8th {IEEE} International Conference on Data Mining
{(ICDM} 2008), December 15-19, 2008, Pisa, Italy},
pages = {53--62},
publisher = {{IEEE} Computer Society},
year = {2008},
url = {https://doi.org/10.1109/ICDM.2008.35},
doi = {10.1109/ICDM.2008.35},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/BonduBLLD08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Boulle07,
author = {Marc Boull{\'{e}}},
title = {Compression-Based Averaging of Selective Naive Bayes Classifiers},
journal = {J. Mach. Learn. Res.},
volume = {8},
pages = {1659--1685},
year = {2007},
url = {https://dl.acm.org/doi/10.5555/1314498.1314554},
doi = {10.5555/1314498.1314554},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Boulle07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HueB07,
author = {Carine Hue and
Marc Boull{\'{e}}},
title = {A New Probabilistic Approach in Rank Regression with Optimal Bayesian
Partitioning},
journal = {J. Mach. Learn. Res.},
volume = {8},
pages = {2727--2754},
year = {2007},
url = {https://dl.acm.org/doi/10.5555/1314498.1390332},
doi = {10.5555/1314498.1390332},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HueB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/HueB07,
author = {Carine Hue and
Marc Boull{\'{e}}},
editor = {Monique Noirhomme{-}Fraiture and
Gilles Venturini},
title = {Une approche non param{\'{e}}trique Bayesienne pour l'estimation
de densit{\'{e}} conditionnelle sur les rangs},
booktitle = {Extraction et gestion des connaissances (EGC'2007), Actes des cinqui{\`{e}}mes
journ{\'{e}}es Extraction et Gestion des Connaissances, Namur,
Belgique, 23-26 janvier 2007, 2 Volumes},
series = {Revue des Nouvelles Technologies de l'Information},
volume = {{RNTI-E-9}},
pages = {111--122},
publisher = {C{\'{e}}padu{\`{e}}s-{\'{E}}ditions},
year = {2007},
url = {http://editions-rnti.fr/?inprocid=1001317},
timestamp = {Thu, 24 Apr 2014 17:37:27 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/HueB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/FerrandizB07,
author = {Sylvain Ferrandiz and
Marc Boull{\'{e}}},
editor = {Monique Noirhomme{-}Fraiture and
Gilles Venturini},
title = {Evaluation supervis{\'{e}}e de m{\'{e}}trique : application
{\`{a}} la pr{\'{e}}paration de donn{\'{e}}es s{\'{e}}quentielles},
booktitle = {Extraction et gestion des connaissances (EGC'2007), Actes des cinqui{\`{e}}mes
journ{\'{e}}es Extraction et Gestion des Connaissances, Namur,
Belgique, 23-26 janvier 2007, 2 Volumes},
series = {Revue des Nouvelles Technologies de l'Information},
volume = {{RNTI-E-9}},
pages = {319--330},
publisher = {C{\'{e}}padu{\`{e}}s-{\'{E}}ditions},
year = {2007},
url = {http://editions-rnti.fr/?inprocid=1001392},
timestamp = {Thu, 24 Apr 2014 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/FerrandizB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/Boulle07,
author = {Marc Boull{\'{e}}},
editor = {Monique Noirhomme{-}Fraiture and
Gilles Venturini},
title = {Une m{\'{e}}thode optimale d'{\'{e}}valuation bivari{\'{e}}e
pour la classification supervis{\'{e}}e},
booktitle = {Extraction et gestion des connaissances (EGC'2007), Actes des cinqui{\`{e}}mes
journ{\'{e}}es Extraction et Gestion des Connaissances, Namur,
Belgique, 23-26 janvier 2007, 2 Volumes},
series = {Revue des Nouvelles Technologies de l'Information},
volume = {{RNTI-E-9}},
pages = {461--472},
publisher = {C{\'{e}}padu{\`{e}}s-{\'{E}}ditions},
year = {2007},
url = {http://editions-rnti.fr/?inprocid=1001420},
timestamp = {Thu, 24 Apr 2014 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/Boulle07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/Boulle07,
author = {Marc Boull{\'{e}}},
title = {Report on Preliminary Experiments with Data Grid Models in the Agnostic
Learning vs. Prior Knowledge Challenge},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2007, Celebrating 20 years of neural networks, Orlando, Florida,
USA, August 12-17, 2007},
pages = {3092--3097},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/IJCNN.2007.4371454},
doi = {10.1109/IJCNN.2007.4371454},
timestamp = {Wed, 16 Oct 2019 14:14:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/Boulle07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/CandillierMB07,
author = {Laurent Candillier and
Frank Meyer and
Marc Boull{\'{e}}},
editor = {Petra Perner},
title = {Comparing State-of-the-Art Collaborative Filtering Systems},
booktitle = {Machine Learning and Data Mining in Pattern Recognition, 5th International
Conference, {MLDM} 2007, Leipzig, Germany, July 18-20, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4571},
pages = {548--562},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-73499-4\_41},
doi = {10.1007/978-3-540-73499-4\_41},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/mldm/CandillierMB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/FerrandizB06,
author = {Sylvain Ferrandiz and
Marc Boull{\'{e}}},
title = {Supervised evaluation of Voronoi partitions},
journal = {Intell. Data Anal.},
volume = {10},
number = {3},
pages = {269--283},
year = {2006},
url = {http://content.iospress.com/articles/intelligent-data-analysis/ida00249},
timestamp = {Mon, 18 May 2015 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/FerrandizB06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Boulle06,
author = {Marc Boull{\'{e}}},
title = {{MODL:} {A} Bayes optimal discretization method for continuous attributes},
journal = {Mach. Learn.},
volume = {65},
number = {1},
pages = {131--165},
year = {2006},
url = {https://doi.org/10.1007/s10994-006-8364-x},
doi = {10.1007/S10994-006-8364-X},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/Boulle06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/BoulleH06,
author = {Marc Boull{\'{e}} and
Carine Hue},
editor = {Ljupco Todorovski and
Nada Lavrac and
Klaus P. Jantke},
title = {Optimal Bayesian 2D-Discretization for Variable Ranking in Regression},
booktitle = {Discovery Science, 9th International Conference, {DS} 2006, Barcelona,
Spain, October 7-10, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4265},
pages = {53--64},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11893318\_9},
doi = {10.1007/11893318\_9},
timestamp = {Tue, 14 May 2019 10:00:46 +0200},
biburl = {https://dblp.org/rec/conf/dis/BoulleH06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/FerrandizB06,
author = {Sylvain Ferrandiz and
Marc Boull{\'{e}}},
editor = {Gilbert Ritschard and
Chabane Djeraba},
title = {S{\'{e}}lection supervis{\'{e}}e d'instances : une approche
descriptive},
booktitle = {Extraction et gestion des connaissances (EGC'2006), Actes des sixi{\`{e}}mes
journ{\'{e}}es Extraction et Gestion des Connaissances, Lille,
France, 17-20 janvier 2006, 2 Volumes},
series = {Revue des Nouvelles Technologies de l'Information},
volume = {{RNTI-E-6}},
pages = {421--432},
publisher = {C{\'{e}}padu{\`{e}}s-{\'{E}}ditions},
year = {2006},
url = {http://editions-rnti.fr/?inprocid=1000382},
timestamp = {Thu, 24 Apr 2014 17:37:27 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/FerrandizB06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/Boulle06,
author = {Marc Boull{\'{e}}},
title = {Regularization and Averaging of the Selective Naive Bayes classifier},
booktitle = {Proceedings of the International Joint Conference on Neural Networks,
{IJCNN} 2006, part of the {IEEE} World Congress on Computational Intelligence,
{WCCI} 2006, Vancouver, BC, Canada, 16-21 July 2006},
pages = {1680--1688},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/IJCNN.2006.246637},
doi = {10.1109/IJCNN.2006.246637},
timestamp = {Tue, 10 Aug 2021 14:29:47 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/Boulle06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/incdm/FerrandizB06,
author = {Sylvain Ferrandiz and
Marc Boull{\'{e}}},
editor = {Petra Perner},
title = {Supervised Selection of Dynamic Features, with an Application to Telecommunication
Data Preparation},
booktitle = {Advances in Data Mining, Applications in Medicine, Web Mining, Marketing,
Image and Signal Mining, 6th Industrial Conference on Data Mining,
{ICDM} 2006, Leipzig, Germany, July 14-15, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4065},
pages = {239--249},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11790853\_19},
doi = {10.1007/11790853\_19},
timestamp = {Tue, 22 Feb 2022 10:29:40 +0100},
biburl = {https://dblp.org/rec/conf/incdm/FerrandizB06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:books/sp/06/Boulle06,
author = {Marc Boull{\'{e}}},
editor = {Isabelle Guyon and
Masoud Nikravesh and
Steve R. Gunn and
Lotfi A. Zadeh},
title = {An Enhanced Selective Na{\"{\i}}ve Bayes Method with Optimal
Discretization},
booktitle = {Feature Extraction - Foundations and Applications},
series = {Studies in Fuzziness and Soft Computing},
volume = {207},
pages = {499--507},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/978-3-540-35488-8\_26},
doi = {10.1007/978-3-540-35488-8\_26},
timestamp = {Fri, 26 Jul 2019 12:50:23 +0200},
biburl = {https://dblp.org/rec/books/sp/06/Boulle06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ida/Boulle05,
author = {Marc Boull{\'{e}}},
title = {Optimal bin number for equal frequency discretizations in supervized
learning},
journal = {Intell. Data Anal.},
volume = {9},
number = {2},
pages = {175--188},
year = {2005},
url = {http://content.iospress.com/articles/intelligent-data-analysis/ida00203},
timestamp = {Mon, 18 May 2015 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ida/Boulle05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/Boulle05,
author = {Marc Boull{\'{e}}},
title = {A Bayes Optimal Approach for Partitioning the Values of Categorical
Attributes},
journal = {J. Mach. Learn. Res.},
volume = {6},
pages = {1431--1452},
year = {2005},
url = {http://jmlr.org/papers/v6/boulle05a.html},
timestamp = {Wed, 10 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Boulle05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/Boulle05,
author = {Marc Boull{\'{e}}},
editor = {Petra Perner and
Atsushi Imiya},
title = {A Grouping Method for Categorical Attributes Having Very Large Number
of Values},
booktitle = {Machine Learning and Data Mining in Pattern Recognition, 4th International
Conference, {MLDM} 2005, Leipzig, Germany, July 9-11, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3587},
pages = {228--242},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11510888\_23},
doi = {10.1007/11510888\_23},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/mldm/Boulle05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/FerrandizB05,
author = {Sylvain Ferrandiz and
Marc Boull{\'{e}}},
editor = {Petra Perner and
Atsushi Imiya},
title = {Multivariate Discretization by Recursive Supervised Bipartition of
Graph},
booktitle = {Machine Learning and Data Mining in Pattern Recognition, 4th International
Conference, {MLDM} 2005, Leipzig, Germany, July 9-11, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3587},
pages = {253--264},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11510888\_25},
doi = {10.1007/11510888\_25},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mldm/FerrandizB05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/FerrandizB05a,
author = {Sylvain Ferrandiz and
Marc Boull{\'{e}}},
editor = {Petra Perner and
Atsushi Imiya},
title = {Supervised Evaluation of Dataset Partitions: Advantages and Practice},
booktitle = {Machine Learning and Data Mining in Pattern Recognition, 4th International
Conference, {MLDM} 2005, Leipzig, Germany, July 9-11, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3587},
pages = {600--609},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11510888\_59},
doi = {10.1007/11510888\_59},
timestamp = {Wed, 17 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mldm/FerrandizB05a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ml/Boulle04,
author = {Marc Boull{\'{e}}},
title = {Khiops: {A} Statistical Discretization Method of Continuous Attributes},
journal = {Mach. Learn.},
volume = {55},
number = {1},
pages = {53--69},
year = {2004},
url = {https://doi.org/10.1023/B:MACH.0000019804.29836.05},
doi = {10.1023/B:MACH.0000019804.29836.05},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ml/Boulle04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/Boulle04,
author = {Marc Boull{\'{e}}},
editor = {Georges H{\'{e}}brail and
Ludovic Lebart and
Jean{-}Marc Petit},
title = {A robust method for partitioning the values of categorical attributes},
booktitle = {Extraction et gestion des connaissances (EGC'2004), Actes des quatri{\`{e}}mes
journ{\'{e}}es Extraction et Gestion des Connaissances, Clermont
Ferrand, France, 20-23 janvier 2004, 2 Volumes},
series = {Revue des Nouvelles Technologies de l'Information},
volume = {{RNTI-E-2}},
pages = {173--184},
publisher = {C{\'{e}}padu{\`{e}}s-{\'{E}}ditions},
year = {2004},
url = {http://editions-rnti.fr/?inprocid=1000950},
timestamp = {Thu, 24 Apr 2014 17:37:27 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/Boulle04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/FerrandizB04,
author = {Sylvain Ferrandiz and
Marc Boull{\'{e}}},
editor = {Georges H{\'{e}}brail and
Ludovic Lebart and
Jean{-}Marc Petit},
title = {Utilisation des graphes de proximit{\'{e}} dans le cadre de l'apprentissage
bas{\'{e}} sur les voisins},
booktitle = {Extraction et gestion des connaissances (EGC'2004), Actes des quatri{\`{e}}mes
journ{\'{e}}es Extraction et Gestion des Connaissances, Clermont
Ferrand, France, 20-23 janvier 2004, 2 Volumes},
series = {Revue des Nouvelles Technologies de l'Information},
volume = {{RNTI-E-2}},
pages = {355--366},
publisher = {C{\'{e}}padu{\`{e}}s-{\'{E}}ditions},
year = {2004},
url = {http://editions-rnti.fr/?inprocid=1001061},
timestamp = {Thu, 24 Apr 2014 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/FerrandizB04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/Boulle03,
author = {Marc Boull{\'{e}}},
editor = {Petra Perner and
Azriel Rosenfeld},
title = {Khiops: {A} Discretization Method of Continuous Attributes with Guaranteed
Resistance to Noise},
booktitle = {Machine Learning and Data Mining in Pattern Recognition, Third International
Conference, {MLDM} 2003, Leipzig, Germany, July 5-7, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2734},
pages = {50--64},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-45065-3\_5},
doi = {10.1007/3-540-45065-3\_5},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/mldm/Boulle03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/Boulle02,
author = {Marc Boull{\'{e}}},
editor = {Dani{\`{e}}le H{\'{e}}rin and
Djamel A. Zighed},
title = {Khiops: une m{\'{e}}thode statistique de discr{\'{e}}tisation},
booktitle = {Extraction et gestion des connaissances (EGC'2002), Actes des deuxi{\`{e}}mes
journ{\'{e}}es Extraction et Gestion des Connaissances, Montpellier,
France, 21-23 janvier 2002},
series = {Extraction des Connaissances et Apprentissage},
volume = {1},
number = {4},
pages = {107--118},
publisher = {Hermes Science Publications},
year = {2002},
timestamp = {Thu, 05 Oct 2006 07:43:37 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/Boulle02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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