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ORCIDDominique Gay
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2020 – today
- 2024
[c30]Frédérick Fabre Ferber, Dominique Gay, Jean-Christophe Soulié, Jean Diatta, Odalric-Ambrym Maillard:
Évaluation de critères de sélection de noyaux pour la régression Ridge à noyau dans un contexte de petits jeux de données. EGC 2024: 343-344- 2023
- [c29]Aurélien Renault, Alexis Bondu, Vincent Lemaire, Dominique Gay:
Automatic Feature Engineering for Time Series Classification: Evaluation and Discussion. IJCNN 2023: 1-10 - [i6]Aurélien Renault, Alexis Bondu, Vincent Lemaire, Dominique Gay:
Automatic Feature Engineering for Time Series Classification: Evaluation and Discussion. CoRR abs/2308.01071 (2023) - 2022
- [c28]Frédérick Fabre Ferber, Thomas Le Bourgeois, Marion Schwartz, Aude Ripoche, Dominique Gay, Sandrine Auzoux:
Prédiction des adventices de la canne à sucre à La Réunion : une approche par apprentissage supervisé multi-labels. EGC 2022: 475-476 - 2021
- [c27]Dominique Gay, Alexis Bondu, Vincent Lemaire, Marc Boullé:
Interpretable Feature Construction for Time Series Extrinsic Regression. PAKDD (1) 2021: 804-816 - [i5]Dominique Gay, Alexis Bondu, Vincent Lemaire, Marc Boullé:
Interpretable Feature Construction for Time Series Extrinsic Regression. CoRR abs/2103.10247 (2021) - 2020
- [c26]Dominique Gay, Alexis Bondu, Vincent Lemaire, Marc Boullé, Fabrice Clérot:
Multivariate Time Series Classification: A Relational Way. DaWaK 2020: 316-330 - [c25]Alexis Bondu, Dominique Gay, Vincent Lemaire, Marc Boullé, Eole Cervenka:
Sélections simultanées de variables et de représentations pour la classification de séries temporelles. EGC 2020: 415-424 - [c24]Mathieu Delsaut
, Patrick Jeanty, Béatrice Morel, Dominique Gay:
"J'veux du Soleil" Towards a Decade of Solar Irradiation Data (La Réunion Island, SW Indian Ocean). AALTD@PKDD/ECML 2020: 113-121 - [i4]Vincent Lemaire, Oumaima Alaoui Ismaili, Antoine Cornuéjols, Dominique Gay:
Predictive K-means with local models. CoRR abs/2012.09630 (2020)
2010 – 2019
- 2019
- [c23]Alexis Bondu, Dominique Gay, Vincent Lemaire, Marc Boullé, Eole Cervenka:
FEARS: a Feature and Representation Selection approach for Time Series Classification. ACML 2019: 379-394 - [c22]Véronique Sébastien, Didier Sébastien, Ilias Timol, Dominique Gay, Alain Cucchi, Christophe Porlier:
Moodleboard: Dynamic and Interactive Indicators for Teachers and Pedagogical Engineers. NextComp 2019: 1-5 - [i3]Dominique Gay, Vincent Lemaire:
Should we Reload Time Series Classification Performance Evaluation ? (a position paper). CoRR abs/1903.03300 (2019) - 2017
- [j4]Elias Egho, Dominique Gay, Marc Boullé, Nicolas Voisine, Fabrice Clérot:
A user parameter-free approach for mining robust sequential classification rules. Knowl. Inf. Syst. 52(1): 53-81 (2017) - [c21]Elias Egho, Dominique Gay, Romain Trinquart, Marc Boullé, Nicolas Voisine, Fabrice Clérot:
MiSeRe-Hadoop: A Large-Scale Robust Sequential Classification Rules Mining Framework. DaWaK 2017: 105-119 - 2016
- [c20]Bruno Guerraz, Marc Boullé, Dominique Gay, Vincent Lemaire, Fabrice Clérot:
Analyse exploratoire par k-Coclustering avec Khiops CoViz. EGC 2016: 493-498 - 2015
- [c19]Dominique Gay, Romain Guigourès, Marc Boullé, Fabrice Clérot:
TESS: Temporal event sequence summarization. DSAA 2015: 1-10 - [c18]Elias Egho, Dominique Gay, Marc Boullé, Nicolas Voisine, Fabrice Clérot:
A Parameter-Free Approach for Mining Robust Sequential Classification Rules. ICDM 2015: 745-750 - [c17]Romain Guigourès, Dominique Gay, Marc Boullé, Fabrice Clérot, Fabrice Rossi:
Country-Scale Exploratory Analysis of Call Detail Records Through the Lens of Data Grid Models. ECML/PKDD (3) 2015: 37-52 - [i2]Romain Guigourès, Dominique Gay, Marc Boullé, Fabrice Clérot, Fabrice Rossi:
Country-scale Exploratory Analysis of Call Detail Records through the Lens of Data Grid Models. CoRR abs/1503.06060 (2015) - [i1]Dominique Gay, Romain Guigourès, Marc Boullé, Fabrice Clérot:
Cats & Co: Categorical Time Series Coclustering. CoRR abs/1505.01300 (2015) - 2014
- [c16]Romain Guigourès, Dominique Gay, Marc Boullé, Fabrice Clérot:
Clustering de séquences d'évènements temporels. EGC 2014: 191-202 - [c15]Bruno Guerraz, Marc Boullé, Dominique Gay, Fabrice Clérot:
Khiops CoViz: A Tool for Visual Exploratory Analysis of k-Coclustering Results. ECML/PKDD (3) 2014: 444-447 - 2013
- [j3]Loïc Cerf, Dominique Gay, Nazha Selmaoui-Folcher, Bruno Crémilleux, Jean-François Boulicaut:
Parameter-free classification in multi-class imbalanced data sets. Data Knowl. Eng. 87: 109-129 (2013) - [c14]Dominique Gay, Marc Boullé:
Construction de descripteurs à partir du coclustering pour la classification supervisée de séries temporelles. EGC 2013: 353-364 - [c13]Dominique Gay, Romain Guigourès, Marc Boullé, Fabrice Clérot:
Feature Extraction over Multiple Representations for Time Series Classification. NFMCP 2013: 18-34 - 2012
- [j2]Dominique Gay, Nazha Selmaoui-Folcher, Jean-François Boulicaut:
Application-independent feature construction based on almost-closedness properties. Knowl. Inf. Syst. 30(1): 87-111 (2012) - [c12]Dominique Gay, Marc Boullé:
A Bayesian Approach for Classification Rule Mining in Quantitative Databases. ECML/PKDD (2) 2012: 243-259 - 2011
- [j1]Nazha Selmaoui-Folcher, Frédéric Flouvat, Dominique Gay, Isabelle Rouet:
Spatial Pattern Mining for Soil Erosion Characterization. Int. J. Agric. Environ. Inf. Syst. 2(2): 73-92 (2011) - [c11]Dominique Gay, Marc Boullé:
Un critère Bayésien pour évaluer la robustesse des règles de classification. EGC 2011: 539-550 - [c10]Elise Desmier, Frédéric Flouvat, Dominique Gay, Nazha Selmaoui-Folcher:
A clustering-based visualization of colocation patterns. IDEAS 2011: 70-78 - [c9]Dominique Gay, Marc Boullé:
A Bayesian Criterion for Evaluating the Robustness of Classification Rules in Binary Data Sets. EGC (best of volume) 2011: 3-21 - 2010
- [c8]Frédéric Flouvat, Nazha Selmaoui-Folcher, Dominique Gay:
Vers une extraction et une visualisation des co-localisations adaptées aux experts. EGC 2010: 441-452 - [c7]Frédéric Flouvat, Nazha Selmaoui-Folcher, Dominique Gay, Isabelle Rouet, Chloé Grison:
Constrained colocation mining: application to soil erosion characterization. SAC 2010: 1054-1059
2000 – 2009
- 2009
- [b1]Dominique Gay:
Calcul de motifs sous contraintes pour la classification supervisée. (Constraint-based pattern mining for classification purpose). INSA de Lyon, Lyon - Villeurbanne, France, 2009 - [c6]Nazha Selmaoui, Dominique Gay, Jean-François Boulicaut:
Construction de descripteurs pour classer à partir d'exemples bruités. EGC 2009: 91-102 - [c5]Dominique Gay, Nazha Selmaoui, Jean-François Boulicaut:
Application-Independent Feature Construction from Noisy Samples. PAKDD 2009: 965-972 - 2008
- [c4]Loïc Cerf, Dominique Gay, Nazha Selmaoui, Jean-François Boulicaut:
A Parameter-Free Associative Classification Method. DaWaK 2008: 293-304 - [c3]Dominique Gay, Nazha Selmaoui, Jean-François Boulicaut:
Feature Construction Based on Closedness Properties Is Not That Simple. PAKDD 2008: 112-123 - 2007
- [c2]Dominique Gay, Nazha Selmaoui, Jean-François Boulicaut:
Pattern-based decision tree construction. ICDIM 2007: 291-296 - 2006
- [c1]Nazha Selmaoui, Claire Leschi, Dominique Gay, Jean-François Boulicaut:
Feature Construction and delta-Free Sets in 0/1 Samples. Discovery Science 2006: 363-367
Coauthor Index
aka: Nazha Selmaoui
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