Dominique Gay

ORCID

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 15

Top Venues

INSA de Lyon, Lyon - Villeurbanne, France (PHD)

Education History

INSA de Lyon, Lyon - Villeurbanne, France

PHD

Publications

Aurélien Renault, Alexis Bondu, Vincent Lemaire, Dominique Gay
Automatic Feature Engineering for Time Series Classification: Evaluation and Discussion. IJCNN (2023)
Aurélien Renault, Alexis Bondu, Vincent Lemaire, Dominique Gay
Automatic Feature Engineering for Time Series Classification: Evaluation and Discussion. CoRR (2023)
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)
Dominique Gay, Alexis Bondu, Vincent Lemaire, Marc Boullé
Interpretable Feature Construction for Time Series Extrinsic Regression. CoRR (2021)
Dominique Gay, Alexis Bondu, Vincent Lemaire, Marc Boullé
Interpretable Feature Construction for Time Series Extrinsic Regression. PAKDD (1) (2021)
Dominique Gay, Alexis Bondu, Vincent Lemaire, Marc Boullé, Fabrice Clérot
Multivariate Time Series Classification: A Relational Way. DaWaK (2020)
Vincent Lemaire, Oumaima Alaoui Ismaili, Antoine Cornuéjols, Dominique Gay
Predictive K-means with local models. CoRR (2020)
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)
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)
Dominique Gay, Vincent Lemaire
Should we Reload Time Series Classification Performance Evaluation ? (a position paper). CoRR (2019)
Véronique Sébastien, Didier Sébastien, Ilias Timol, Dominique Gay, Alain Cucchi, Christophe Porlier
Moodleboard: Dynamic and Interactive Indicators for Teachers and Pedagogical Engineers. NextComp (2019)
Alexis Bondu, Dominique Gay, Vincent Lemaire, Marc Boullé, Eole Cervenka
FEARS: a Feature and Representation Selection approach for Time Series Classification. ACML (2019)
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) (2017)
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)
Bruno Guerraz, Marc Boullé, Dominique Gay, Vincent Lemaire, Fabrice Clérot
Analyse exploratoire par k-Coclustering avec Khiops CoViz. EGC (2016)
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 (2015)
Dominique Gay, Romain Guigourès, Marc Boullé, Fabrice Clérot
TESS: Temporal event sequence summarization. DSAA (2015)
Elias Egho, Dominique Gay, Marc Boullé, Nicolas Voisine, Fabrice Clérot
A Parameter-Free Approach for Mining Robust Sequential Classification Rules. ICDM (2015)
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)
Dominique Gay, Romain Guigourès, Marc Boullé, Fabrice Clérot
Cats & Co: Categorical Time Series Coclustering. CoRR (2015)
Bruno Guerraz, Marc Boullé, Dominique Gay, Fabrice Clérot
Khiops CoViz: A Tool for Visual Exploratory Analysis of k-Coclustering Results. ECML/PKDD (3) (2014)
Romain Guigourès, Dominique Gay, Marc Boullé, Fabrice Clérot
Clustering de séquences d'évènements temporels. EGC (2014)
Dominique Gay, Marc Boullé
Construction de descripteurs à partir du coclustering pour la classification supervisée de séries temporelles. EGC (2013)
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 (2013)
Dominique Gay, Romain Guigourès, Marc Boullé, Fabrice Clérot
Feature Extraction over Multiple Representations for Time Series Classification. NFMCP (2013)
Dominique Gay, Marc Boullé
A Bayesian Approach for Classification Rule Mining in Quantitative Databases. ECML/PKDD (2) (2012)
Dominique Gay, Nazha Selmaoui-Folcher, Jean-François Boulicaut
Application-independent feature construction based on almost-closedness properties. Knowl. Inf. Syst. 30 (1) (2012)
Nazha Selmaoui-Folcher, Frédéric Flouvat, Dominique Gay, Isabelle Rouet
Spatial Pattern Mining for Soil Erosion Characterization. Int. J. Agric. Environ. Inf. Syst. 2 (2) (2011)
Dominique Gay, Marc Boullé
A Bayesian Criterion for Evaluating the Robustness of Classification Rules in Binary Data Sets. EGC (best of volume) (2011)
Dominique Gay, Marc Boullé
Un critère Bayésien pour évaluer la robustesse des règles de classification. EGC (2011)
Elise Desmier, Frédéric Flouvat, Dominique Gay, Nazha Selmaoui-Folcher
A clustering-based visualization of colocation patterns. IDEAS (2011)
Frédéric Flouvat, Nazha Selmaoui-Folcher, Dominique Gay
Vers une extraction et une visualisation des co-localisations adaptées aux experts. EGC (2010)
Frédéric Flouvat, Nazha Selmaoui-Folcher, Dominique Gay, Isabelle Rouet, Chloé Grison
Constrained colocation mining: application to soil erosion characterization. SAC (2010)
Nazha Selmaoui, Dominique Gay, Jean-François Boulicaut
Construction de descripteurs pour classer à partir d'exemples bruités. EGC (2009)
Dominique Gay, Nazha Selmaoui, Jean-François Boulicaut
Application-Independent Feature Construction from Noisy Samples. PAKDD (2009)
Dominique Gay, Nazha Selmaoui, Jean-François Boulicaut
Feature Construction Based on Closedness Properties Is Not That Simple. PAKDD (2008)
Loïc Cerf, Dominique Gay, Nazha Selmaoui, Jean-François Boulicaut
A Parameter-Free Associative Classification Method. DaWaK (2008)
Dominique Gay, Nazha Selmaoui, Jean-François Boulicaut
Pattern-based decision tree construction. ICDIM (2007)
Nazha Selmaoui, Claire Leschi, Dominique Gay, Jean-François Boulicaut
-Free Sets in 0/1 Samples. Discovery Science (2006)

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Publication Activity (10 Years)

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Dominique Gay