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@inproceedings{DBLP:conf/igarss/PuechHBRFCABDCCMMCOMDTAWTGGFVK23,
author = {J{\'{e}}r{\^{o}}me Puech and
Laura Hermozo and
H{\'{e}}l{\`{e}}ne Brogniez and
R{\'{e}}my Roca and
Thomas Fiolleau and
Jean{-}Pierre Chaboureau and
Franck Auguste and
Dominique Bouniol and
Julien Delano{\"{e}} and
Valerio Cipolla and
Benjamin Carayon and
Samuel Melle and
Christophe Malassingne and
Laurent Costes and
Jean{-}Claude Orlhac and
Adrien Moraine and
Stephane Le Drogo and
Carole Tucker and
Peter Ade and
Ian Walker and
Jeanne Treuttel and
Gregory Gay and
Lina Gatilova and
Alexandre Feret and
Thibaut Vacelet and
Jean{-}Michel Krieg},
title = {The C\({}^{\mbox{2}}\)Omodo Concept: {A} Tandem of New Generation
High Resolution All-Sky Atmospheric Sounders in the Frame of the {AOS}
Mission},
booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
2023, Pasadena, CA, USA, July 16-21, 2023},
pages = {4576--4579},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IGARSS52108.2023.10283295},
doi = {10.1109/IGARSS52108.2023.10283295},
timestamp = {Wed, 15 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/igarss/PuechHBRFCABDCCMMCOMDTAWTGGFVK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/RenaultBLG23,
author = {Aur{\'{e}}lien Renault and
Alexis Bondu and
Vincent Lemaire and
Dominique Gay},
title = {Automatic Feature Engineering for Time Series Classification: Evaluation
and Discussion},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2023, Gold
Coast, Australia, June 18-23, 2023},
pages = {1--10},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/IJCNN54540.2023.10191074},
doi = {10.1109/IJCNN54540.2023.10191074},
timestamp = {Wed, 09 Aug 2023 16:25:09 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/RenaultBLG23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-01071,
author = {Aur{\'{e}}lien Renault and
Alexis Bondu and
Vincent Lemaire and
Dominique Gay},
title = {Automatic Feature Engineering for Time Series Classification: Evaluation
and Discussion},
journal = {CoRR},
volume = {abs/2308.01071},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.01071},
doi = {10.48550/ARXIV.2308.01071},
eprinttype = {arXiv},
eprint = {2308.01071},
timestamp = {Mon, 21 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-01071.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/AmarantiniRCFLD22,
author = {David Amarantini and
Isabelle Rieu and
Giovanni Castelnovo and
Fr{\'{e}}d{\'{e}}rique Fluch{\`{e}}re and
Chlo{\'{e}} Laurencin and
Bertrand Degos and
Aur{\'{e}}lia Poujois and
Alexandre Kreisler and
Sophie Sangla and
M{\'{e}}lissa Tir and
Isabelle Benatru and
Genevi{\`{e}}ve Blanchet{-}Fourcade and
Dominique Guehl and
Dominique Gayraud and
Laurent Tatu and
Christine Tranchant and
Franck Durif and
Marion Simonetta{-}Moreau},
title = {Quantification of Head Tremors in Medical Conditions: {A} Comparison
of Analyses Using a 2D Video Camera and a 3D Wireless Inertial Motion
Unit},
journal = {Sensors},
volume = {22},
number = {6},
pages = {2385},
year = {2022},
url = {https://doi.org/10.3390/s22062385},
doi = {10.3390/S22062385},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/AmarantiniRCFLD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/FerberBSRGA22,
author = {Fr{\'{e}}d{\'{e}}rick Fabre Ferber and
Thomas Le Bourgeois and
Marion Schwartz and
Aude Ripoche and
Dominique Gay and
Sandrine Auzoux},
editor = {Sihem Amer{-}Yahia and
Arnaud Soulet},
title = {Pr{\'{e}}diction des adventices de la canne {\`{a}} sucre {\`{a}}
La R{\'{e}}union : une approche par apprentissage supervis{\'{e}}
multi-labels},
booktitle = {Extraction et Gestion des Connaissances, {EGC} 2022, Blois, France,
24 au 28 janvier 2022},
series = {{RNTI}},
volume = {{E-38}},
pages = {475--476},
publisher = {Editions {RNTI}},
year = {2022},
url = {http://editions-rnti.fr/?inprocid=1002763},
timestamp = {Wed, 09 Mar 2022 16:39:53 +0100},
biburl = {https://dblp.org/rec/conf/f-egc/FerberBSRGA22.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}
}
@inproceedings{DBLP:conf/pkdd/DelsautJMG20,
author = {Mathieu Delsaut and
Patrick Jeanty and
B{\'{e}}atrice Morel and
Dominique Gay},
editor = {Vincent Lemaire and
Simon Malinowski and
Anthony J. Bagnall and
Thomas Guyet and
Romain Tavenard and
Georgiana Ifrim},
title = {"J'veux du Soleil" Towards a Decade of Solar Irradiation Data (La
R{\'{e}}union Island, {SW} Indian Ocean)},
booktitle = {Advanced Analytics and Learning on Temporal Data - 5th {ECML} {PKDD}
Workshop, {AALTD} 2020, Ghent, Belgium, September 18, 2020, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {12588},
pages = {113--121},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-65742-0\_8},
doi = {10.1007/978-3-030-65742-0\_8},
timestamp = {Tue, 05 Jan 2021 17:43:05 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/DelsautJMG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-09630,
author = {Vincent Lemaire and
Oumaima Alaoui Ismaili and
Antoine Cornu{\'{e}}jols and
Dominique Gay},
title = {Predictive K-means with local models},
journal = {CoRR},
volume = {abs/2012.09630},
year = {2020},
url = {https://arxiv.org/abs/2012.09630},
eprinttype = {arXiv},
eprint = {2012.09630},
timestamp = {Sun, 03 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-09630.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}
}
@inproceedings{DBLP:conf/nextcomp/SebastienSTGCP19,
author = {V{\'{e}}ronique S{\'{e}}bastien and
Didier S{\'{e}}bastien and
Ilias Timol and
Dominique Gay and
Alain Cucchi and
Christophe Porlier},
title = {Moodleboard: Dynamic and Interactive Indicators for Teachers and Pedagogical
Engineers},
booktitle = {Conference on Next Generation Computing Applications, NextComp 2019,
Mauritius, September 19-21, 2019},
pages = {1--5},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/NEXTCOMP.2019.8883651},
doi = {10.1109/NEXTCOMP.2019.8883651},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nextcomp/SebastienSTGCP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-03300,
author = {Dominique Gay and
Vincent Lemaire},
title = {Should we Reload Time Series Classification Performance Evaluation
? (a position paper)},
journal = {CoRR},
volume = {abs/1903.03300},
year = {2019},
url = {http://arxiv.org/abs/1903.03300},
eprinttype = {arXiv},
eprint = {1903.03300},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-03300.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}
}
@article{DBLP:journals/envsoft/RuaneHACEMBTAAB16,
author = {Alex C. Ruane and
Nicholas I. Hudson and
Senthold Asseng and
Davide Camarrano and
Frank Ewert and
Pierre Martre and
Kenneth J. Boote and
Peter J. Thorburn and
Pramod K. Aggarwal and
Carlos Angulo and
Bruno Basso and
Patrick Bertuzzi and
Christian Biernath and
Nadine Brisson and
Andrew J. Challinor and
Jordi Doltra and
Sebastian Gayler and
Richard Goldberg and
Robert F. Grant and
Lee K. Heng and
Josh Hooker and
Leslie A. Hunt and
Joachim Ingwersen and
Roberto C{\'{e}}sar Izaurralde and
Kurt Christian Kersebaum and
Soora Naresh Kumar and
Christoph M{\"{u}}ller and
Claas Nendel and
Garry O'Leary and
J{\o}rgen Eivind Olesen and
Tom M. Osborne and
Taru Palosuo and
Eckart Priesack and
Dominique Ripoche and
Reimund P. R{\"{o}}tter and
Mikhail A. Semenov and
Iurii Shcherbak and
Pasquale Steduto and
Claudio O. St{\"{o}}ckle and
Pierre Stratonovitch and
Thilo Streck and
Iwan Supit and
Fulu Tao and
Maria Travasso and
Katharina Waha and
Daniel Wallach and
Jeffrey W. White and
Joost Wolf},
title = {Multi-wheat-model ensemble responses to interannual climate variability},
journal = {Environ. Model. Softw.},
volume = {81},
pages = {86--101},
year = {2016},
url = {https://doi.org/10.1016/j.envsoft.2016.03.008},
doi = {10.1016/J.ENVSOFT.2016.03.008},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/envsoft/RuaneHACEMBTAAB16.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/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/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/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}
}
@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/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}
}
@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/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/dke/CerfGSCB13,
author = {Lo{\"{\i}}c Cerf and
Dominique Gay and
Nazha Selmaoui{-}Folcher and
Bruno Cr{\'{e}}milleux and
Jean{-}Fran{\c{c}}ois Boulicaut},
title = {Parameter-free classification in multi-class imbalanced data sets},
journal = {Data Knowl. Eng.},
volume = {87},
pages = {109--129},
year = {2013},
url = {https://doi.org/10.1016/j.datak.2013.06.001},
doi = {10.1016/J.DATAK.2013.06.001},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/dke/CerfGSCB13.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 17:37:27 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/GayB13.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 = {Tue, 07 May 2024 20:07:44 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/GayGBC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/GaySB12,
author = {Dominique Gay and
Nazha Selmaoui{-}Folcher and
Jean{-}Fran{\c{c}}ois Boulicaut},
title = {Application-independent feature construction based on almost-closedness
properties},
journal = {Knowl. Inf. Syst.},
volume = {30},
number = {1},
pages = {87--111},
year = {2012},
url = {https://doi.org/10.1007/s10115-010-0369-x},
doi = {10.1007/S10115-010-0369-X},
timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/GaySB12.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}
}
@article{DBLP:journals/ijaeis/Selmaoui-FolcherFGR11,
author = {Nazha Selmaoui{-}Folcher and
Fr{\'{e}}d{\'{e}}ric Flouvat and
Dominique Gay and
Isabelle Rouet},
title = {Spatial Pattern Mining for Soil Erosion Characterization},
journal = {Int. J. Agric. Environ. Inf. Syst.},
volume = {2},
number = {2},
pages = {73--92},
year = {2011},
url = {https://doi.org/10.4018/jaeis.2011070105},
doi = {10.4018/JAEIS.2011070105},
timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijaeis/Selmaoui-FolcherFGR11.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 17:37:27 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/GayB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ideas/DesmierFGS11,
author = {Elise Desmier and
Fr{\'{e}}d{\'{e}}ric Flouvat and
Dominique Gay and
Nazha Selmaoui{-}Folcher},
editor = {Bipin C. Desai and
Isabel F. Cruz and
Jorge Bernardino},
title = {A clustering-based visualization of colocation patterns},
booktitle = {15th International Database Engineering and Applications Symposium
{(IDEAS} 2011), September 21 - 27, 2011, Lisbon, Portugal},
pages = {70--78},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2076623.2076633},
doi = {10.1145/2076623.2076633},
timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ideas/DesmierFGS11.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/ijaac/ChabirSAG10,
author = {Karim Chabir and
Dominique Sauter and
Mohamed Naceur Abdelkrim and
Mohamed Koni Ben Gayed},
title = {Robust fault diagnosis of networked control systems via Kalman filtering},
journal = {Int. J. Autom. Control.},
volume = {4},
number = {3},
pages = {343--356},
year = {2010},
url = {https://doi.org/10.1504/IJAAC.2010.033518},
doi = {10.1504/IJAAC.2010.033518},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijaac/ChabirSAG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/JiangKDSTHPBBWPCBGSGB10,
author = {Zhen Jiang and
Alexandre Krainik and
Olivier David and
Caroline Salon and
Ir{\`{e}}ne Tropr{\`{e}}s and
Dominique Hoffmann and
Nicolas Pannetier and
Emmanuel Luc Barbier and
Eduardo Ramos Bomb{\`{\i}}n and
Jan Warnking and
Caroline Pasteris and
Stefan Chabardes and
Fran{\c{c}}ois Berger and
Sylvie Grand and
Christoph Segebarth and
Emmanuel Gay and
Jean{-}Fran{\c{c}}ois Le Bas},
title = {Impaired fMRI activation in patients with primary brain tumors},
journal = {NeuroImage},
volume = {52},
number = {2},
pages = {538--548},
year = {2010},
url = {https://doi.org/10.1016/j.neuroimage.2010.04.194},
doi = {10.1016/J.NEUROIMAGE.2010.04.194},
timestamp = {Thu, 17 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/JiangKDSTHPBBWPCBGSGB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/FlouvatSG10,
author = {Fr{\'{e}}d{\'{e}}ric Flouvat and
Nazha Selmaoui{-}Folcher and
Dominique Gay},
editor = {Sadok Ben Yahia and
Jean{-}Marc Petit},
title = {Vers une extraction et une visualisation des co-localisations adapt{\'{e}}es
aux experts},
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 = {441--452},
publisher = {C{\'{e}}padu{\`{e}}s-{\'{E}}ditions},
year = {2010},
url = {http://editions-rnti.fr/?inprocid=1001335},
timestamp = {Thu, 24 Apr 2014 17:37:27 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/FlouvatSG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/FlouvatSGRG10,
author = {Fr{\'{e}}d{\'{e}}ric Flouvat and
Nazha Selmaoui{-}Folcher and
Dominique Gay and
Isabelle Rouet and
Chlo{\'{e}} Grison},
editor = {Sung Y. Shin and
Sascha Ossowski and
Michael Schumacher and
Mathew J. Palakal and
Chih{-}Cheng Hung},
title = {Constrained colocation mining: application to soil erosion characterization},
booktitle = {Proceedings of the 2010 {ACM} Symposium on Applied Computing (SAC),
Sierre, Switzerland, March 22-26, 2010},
pages = {1054--1059},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1774088.1774308},
doi = {10.1145/1774088.1774308},
timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sac/FlouvatSGRG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/hal/Gay09,
author = {Dominique Gay},
title = {Calcul de motifs sous contraintes pour la classification supervis{\'{e}}e.
(Constraint-based pattern mining for classification purpose)},
school = {{INSA} de Lyon, Lyon - Villeurbanne, France},
year = {2009},
url = {https://tel.archives-ouvertes.fr/tel-00516706},
timestamp = {Tue, 21 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/hal/Gay09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/f-egc/SelmaouiGB09,
author = {Nazha Selmaoui and
Dominique Gay and
Jean{-}Fran{\c{c}}ois Boulicaut},
editor = {Jean{-}Gabriel Ganascia and
Pierre Gan{\c{c}}arski},
title = {Construction de descripteurs pour classer {\`{a}} partir d'exemples
bruit{\'{e}}s},
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 = {91--102},
publisher = {C{\'{e}}padu{\`{e}}s-{\'{E}}ditions},
year = {2009},
url = {http://editions-rnti.fr/?inprocid=1000742},
timestamp = {Wed, 11 Jul 2018 09:48:47 +0200},
biburl = {https://dblp.org/rec/conf/f-egc/SelmaouiGB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/GaySB09,
author = {Dominique Gay and
Nazha Selmaoui and
Jean{-}Fran{\c{c}}ois Boulicaut},
editor = {Thanaruk Theeramunkong and
Boonserm Kijsirikul and
Nick Cercone and
Tu Bao Ho},
title = {Application-Independent Feature Construction from Noisy Samples},
booktitle = {Advances in Knowledge Discovery and Data Mining, 13th Pacific-Asia
Conference, {PAKDD} 2009, Bangkok, Thailand, April 27-30, 2009, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5476},
pages = {965--972},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-01307-2\_102},
doi = {10.1007/978-3-642-01307-2\_102},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/GaySB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dawak/CerfGSB08,
author = {Lo{\"{\i}}c Cerf and
Dominique Gay and
Nazha Selmaoui and
Jean{-}Fran{\c{c}}ois Boulicaut},
editor = {Il{-}Yeol Song and
Johann Eder and
Tho Manh Nguyen},
title = {A Parameter-Free Associative Classification Method},
booktitle = {Data Warehousing and Knowledge Discovery, 10th International Conference,
DaWaK 2008, Turin, Italy, September 2-5, 2008, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5182},
pages = {293--304},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-85836-2\_28},
doi = {10.1007/978-3-540-85836-2\_28},
timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dawak/CerfGSB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/GaySB08,
author = {Dominique Gay and
Nazha Selmaoui and
Jean{-}Fran{\c{c}}ois Boulicaut},
editor = {Takashi Washio and
Einoshin Suzuki and
Kai Ming Ting and
Akihiro Inokuchi},
title = {Feature Construction Based on Closedness Properties Is Not That Simple},
booktitle = {Advances in Knowledge Discovery and Data Mining, 12th Pacific-Asia
Conference, {PAKDD} 2008, Osaka, Japan, May 20-23, 2008 Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5012},
pages = {112--123},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-68125-0\_12},
doi = {10.1007/978-3-540-68125-0\_12},
timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/GaySB08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdim/GaySB07,
author = {Dominique Gay and
Nazha Selmaoui and
Jean{-}Fran{\c{c}}ois Boulicaut},
title = {Pattern-based decision tree construction},
booktitle = {Second {IEEE} International Conference on Digital Information Management
(ICDIM), December 11-13, 2007, Lyon, France, Proceedings},
pages = {291--296},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/ICDIM.2007.4444238},
doi = {10.1109/ICDIM.2007.4444238},
timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdim/GaySB07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dis/SelmaouiLGB06,
author = {Nazha Selmaoui and
Claire Leschi and
Dominique Gay and
Jean{-}Fran{\c{c}}ois Boulicaut},
editor = {Ljupco Todorovski and
Nada Lavrac and
Klaus P. Jantke},
title = {Feature Construction and \emph{delta}-Free Sets in 0/1 Samples},
booktitle = {Discovery Science, 9th International Conference, {DS} 2006, Barcelona,
Spain, October 7-10, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4265},
pages = {363--367},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11893318\_43},
doi = {10.1007/11893318\_43},
timestamp = {Thu, 23 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dis/SelmaouiLGB06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tit/PastorGG02,
author = {Dominique Pastor and
Roger Gay and
Albert Groenenboom},
title = {A sharp upper bound for the probability of error of the likelihood
ratio test for detecting signals in white Gaussian noise},
journal = {{IEEE} Trans. Inf. Theory},
volume = {48},
number = {1},
pages = {228--238},
year = {2002},
url = {https://doi.org/10.1109/18.971751},
doi = {10.1109/18.971751},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tit/PastorGG02.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-cmp-lg-9506013,
author = {Dominique Estival and
Fran{\c{c}}oise Gayral},
title = {A Study of the Context(s) in a Specific Type of Texts: Car Accident
Reports},
journal = {CoRR},
volume = {abs/cmp-lg/9506013},
year = {1995},
url = {http://arxiv.org/abs/cmp-lg/9506013},
eprinttype = {arXiv},
eprint = {cmp-lg/9506013},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-cmp-lg-9506013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/cmp-lg-9502032,
author = {Dominique Estival and
Fran{\c{c}}oise Gayral},
title = {An {NLP} Approach to a Specific Type of Texts: Car Accident Reports},
journal = {CoRR},
volume = {cmp-lg/9502032},
year = {1995},
url = {http://arxiv.org/abs/cmp-lg/9502032},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/cmp-lg-9502032.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/dam/WerraG94,
author = {Dominique de Werra and
Y. Gay},
title = {Chromatic Scheduling and Frequency Assignment},
journal = {Discret. Appl. Math.},
volume = {49},
number = {1-3},
pages = {165--174},
year = {1994},
url = {https://doi.org/10.1016/0166-218X(94)90207-0},
doi = {10.1016/0166-218X(94)90207-0},
timestamp = {Thu, 11 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/dam/WerraG94.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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