Dominique Gay

According to our database, Dominique Gay authored at least 37 papers between 2006 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Automatic Feature Engineering for Time Series Classification: Evaluation and Discussion.

Aurélien Renault, Alexis Bondu, Vincent Lemaire, Dominique Gay

Proceedings of the International Joint Conference on Neural Networks, 2023

2022

Prédiction des adventices de la canne à sucre à La Réunion : une approche par apprentissage supervisé multi-labels.

Frédérick Fabre Ferber, Thomas Le Bourgeois, Marion Schwartz, Aude Ripoche, Dominique Gay, Sandrine Auzoux

Proceedings of the Extraction et Gestion des Connaissances, 2022

2021

Interpretable Feature Construction for Time Series Extrinsic Regression.

Dominique Gay, Alexis Bondu, Vincent Lemaire, Marc Boullé

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

2020

Predictive K-means with local models.

Vincent Lemaire, Oumaima Alaoui Ismaili, Antoine Cornuéjols, Dominique Gay

CoRR, 2020

"J'veux du Soleil" Towards a Decade of Solar Irradiation Data (La Réunion Island, SW Indian Ocean).

Mathieu Delsaut, Patrick Jeanty, Béatrice Morel, Dominique Gay

Proceedings of the Advanced Analytics and Learning on Temporal Data, 2020

Sélections simultanées de variables et de représentations pour la classification de séries temporelles.

Alexis Bondu, Dominique Gay, Vincent Lemaire, Marc Boullé, Eole Cervenka

Proceedings of the Extraction et Gestion des Connaissances, 2020

Multivariate Time Series Classification: A Relational Way.

Dominique Gay, Alexis Bondu, Vincent Lemaire, Marc Boullé, Fabrice Clérot

Proceedings of the Big Data Analytics and Knowledge Discovery, 2020

2019

Should we Reload Time Series Classification Performance Evaluation ? (a position paper).

Dominique Gay, Vincent Lemaire

CoRR, 2019

Moodleboard: Dynamic and Interactive Indicators for Teachers and Pedagogical Engineers.

Véronique Sébastien, Didier Sébastien, Ilias Timol, Dominique Gay, Alain Cucchi, Christophe Porlier

Proceedings of the Conference on Next Generation Computing Applications, 2019

FEARS: a Feature and Representation Selection approach for Time Series Classification.

Alexis Bondu, Dominique Gay, Vincent Lemaire, Marc Boullé, Eole Cervenka

Proceedings of The 11th Asian Conference on Machine Learning, 2019

2017

A user parameter-free approach for mining robust sequential classification rules.

Elias Egho, Dominique Gay, Marc Boullé, Nicolas Voisine, Fabrice Clérot

Knowl. Inf. Syst., 2017

MiSeRe-Hadoop: A Large-Scale Robust Sequential Classification Rules Mining Framework.

Elias Egho, Dominique Gay, Romain Trinquart, Marc Boullé, Nicolas Voisine, Fabrice Clérot

Proceedings of the Big Data Analytics and Knowledge Discovery, 2017

2016

Analyse exploratoire par k-Coclustering avec Khiops CoViz.

Bruno Guerraz, Marc Boullé, Dominique Gay, Vincent Lemaire, Fabrice Clérot

Proceedings of the 16ème Journées Francophones Extraction et Gestion des Connaissances, 2016

2015

Cats & Co: Categorical Time Series Coclustering.

Dominique Gay, Romain Guigourès, Marc Boullé, Fabrice Clérot

CoRR, 2015

Country-Scale Exploratory Analysis of Call Detail Records Through the Lens of Data Grid Models.

Romain Guigourès, Dominique Gay, Marc Boullé, Fabrice Clérot, Fabrice Rossi

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

A Parameter-Free Approach for Mining Robust Sequential Classification Rules.

Elias Egho, Dominique Gay, Marc Boullé, Nicolas Voisine, Fabrice Clérot

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

TESS: Temporal event sequence summarization.

Dominique Gay, Romain Guigourès, Marc Boullé, Fabrice Clérot

Proceedings of the 2015 IEEE International Conference on Data Science and Advanced Analytics, 2015

2014

Khiops CoViz: A Tool for Visual Exploratory Analysis of k-Coclustering Results.

Bruno Guerraz, Marc Boullé, Dominique Gay, Fabrice Clérot

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2014

Clustering de séquences d'évènements temporels.

Romain Guigourès, Dominique Gay, Marc Boullé, Fabrice Clérot

Proceedings of the 14èmes Journées Francophones Extraction et Gestion des Connaissances, 2014

2013

Parameter-free classification in multi-class imbalanced data sets.

Loïc Cerf, Dominique Gay, Nazha Selmaoui-Folcher, Bruno Crémilleux, Jean-François Boulicaut

Data Knowl. Eng., 2013

Feature Extraction over Multiple Representations for Time Series Classification.

Dominique Gay, Romain Guigourès, Marc Boullé, Fabrice Clérot

Proceedings of the New Frontiers in Mining Complex Patterns, 2013

Construction de descripteurs à partir du coclustering pour la classification supervisée de séries temporelles.

Dominique Gay, Marc Boullé

Proceedings of the Extraction et gestion des connaissances (EGC'2013), Actes, 29 janvier, 2013

2012

Application-independent feature construction based on almost-closedness properties.

Dominique Gay, Nazha Selmaoui-Folcher, Jean-François Boulicaut

Knowl. Inf. Syst., 2012

A Bayesian Approach for Classification Rule Mining in Quantitative Databases.

Dominique Gay, Marc Boullé

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2012

2011

A Bayesian Criterion for Evaluating the Robustness of Classification Rules in Binary Data Sets.

Dominique Gay, Marc Boullé

Proceedings of the Advances in Knowledge Discovery and Management, 2011

Spatial Pattern Mining for Soil Erosion Characterization.

Nazha Selmaoui-Folcher, Frédéric Flouvat, Dominique Gay, Isabelle Rouet

Int. J. Agric. Environ. Inf. Syst., 2011

A clustering-based visualization of colocation patterns.

Elise Desmier, Frédéric Flouvat, Dominique Gay, Nazha Selmaoui-Folcher

Proceedings of the 15th International Database Engineering and Applications Symposium (IDEAS 2011), September 21, 2011

Un critère Bayésien pour évaluer la robustesse des règles de classification.

Dominique Gay, Marc Boullé

Proceedings of the Extraction et gestion des connaissances (EGC'2011), 2011

2010

Constrained colocation mining: application to soil erosion characterization.

Frédéric Flouvat, Nazha Selmaoui-Folcher, Dominique Gay, Isabelle Rouet, Chloé Grison

Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Vers une extraction et une visualisation des co-localisations adaptées aux experts.

Frédéric Flouvat, Nazha Selmaoui-Folcher, Dominique Gay

Proceedings of the Extraction et gestion des connaissances (EGC'2010), 2010

2009

Calcul de motifs sous contraintes pour la classification supervisée. (Constraint-based pattern mining for classification purpose).

Dominique Gay

PhD thesis, 2009

Application-Independent Feature Construction from Noisy Samples.

Dominique Gay, Nazha Selmaoui, Jean-François Boulicaut

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2009

Construction de descripteurs pour classer à partir d'exemples bruités.

Nazha Selmaoui, Dominique Gay, Jean-François Boulicaut

Proceedings of the Extraction et gestion des connaissances (EGC'2009), 2009

2008

Feature Construction Based on Closedness Properties Is Not That Simple.

Dominique Gay, Nazha Selmaoui, Jean-François Boulicaut

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2008

A Parameter-Free Associative Classification Method.

Loïc Cerf, Dominique Gay, Nazha Selmaoui, Jean-François Boulicaut

Proceedings of the Data Warehousing and Knowledge Discovery, 10th International Conference, 2008

2007

Pattern-based decision tree construction.

Dominique Gay, Nazha Selmaoui, Jean-François Boulicaut

Proceedings of the Second IEEE International Conference on Digital Information Management (ICDIM), 2007

2006

Feature Construction and <i>delta</i>-Free Sets in 0/1 Samples.

Nazha Selmaoui, Claire Leschi, Dominique Gay, Jean-François Boulicaut

Proceedings of the Discovery Science, 9th International Conference, 2006