Dominique Gay - RankMe

44 papers A* 1B 9C 2Misc 1Journal 12Unranked 18

Year	Rank	Type	Title / Venue / Authors
2025	B	`conf`	Automatic Feature Engineering for Time Series Extrinsic Regression: A Comparative Study of Signal Processing Libraries. DSAA Aurélien Renault, Dominique Gay, Noureddine Yassine Nair Benrekia, Vincent Lemaire, Alexis Bondu
2025	J	`jnl`	Interpolation pour l'augmentation de donnees : Application à la gestion des adventices de la canne a sucre a la Reunion. CoRR Frédérick Fabre Ferber, Dominique Gay, Jean-Christophe Soulié, Jean Diatta, Odalric-Ambrym Maillard
2025	J	`jnl`	Kriging and Gaussian Process Interpolation for Georeferenced Data Augmentation. CoRR Frédérick Fabre Ferber, Dominique Gay, Jean-Christophe Soulié, Jean Diatta, Odalric-Ambrym Maillard
2024	—	`conf`	Évaluation de critères de sélection de noyaux pour la régression Ridge à noyau dans un contexte de petits jeux de données. EGC Frédérick Fabre Ferber, Dominique Gay, Jean-Christophe Soulié, Jean Diatta, Odalric-Ambrym Maillard
2023	B	`conf`	Automatic Feature Engineering for Time Series Classification: Evaluation and Discussion. IJCNN Aurélien Renault, Alexis Bondu, Vincent Lemaire, Dominique Gay
2023	J	`jnl`	Automatic Feature Engineering for Time Series Classification: Evaluation and Discussion. CoRR Aurélien Renault, Alexis Bondu, Vincent Lemaire, Dominique Gay
2022	—	`conf`	Prédiction des adventices de la canne à sucre à La Réunion : une approche par apprentissage supervisé multi-labels. EGC Frédérick Fabre Ferber, Thomas Le Bourgeois, Marion Schwartz, Aude Ripoche, Dominique Gay, Sandrine Auzoux
2021	—	`conf`	Interpretable Feature Construction for Time Series Extrinsic Regression. PAKDD (1) Dominique Gay, Alexis Bondu, Vincent Lemaire, Marc Boullé
2021	J	`jnl`	Interpretable Feature Construction for Time Series Extrinsic Regression. CoRR Dominique Gay, Alexis Bondu, Vincent Lemaire, Marc Boullé
2020	—	`conf`	"J'veux du Soleil" Towards a Decade of Solar Irradiation Data (La Réunion Island, SW Indian Ocean). AALTD@PKDD/ECML Mathieu Delsaut, Patrick Jeanty, Béatrice Morel, Dominique Gay
2020	B	`conf`	Multivariate Time Series Classification: A Relational Way. DaWaK Dominique Gay, Alexis Bondu, Vincent Lemaire, Marc Boullé, Fabrice Clérot
2020	J	`jnl`	Predictive K-means with local models. CoRR Vincent Lemaire, Oumaima Alaoui Ismaili, Antoine Cornuéjols, Dominique Gay
2020	—	`conf`	Sélections simultanées de variables et de représentations pour la classification de séries temporelles. EGC Alexis Bondu, Dominique Gay, Vincent Lemaire, Marc Boullé, Eole Cervenka
2019	C	`conf`	FEARS: a Feature and Representation Selection approach for Time Series Classification. ACML Alexis Bondu, Dominique Gay, Vincent Lemaire, Marc Boullé, Eole Cervenka
2019	—	`conf`	Moodleboard: Dynamic and Interactive Indicators for Teachers and Pedagogical Engineers. NextComp Véronique Sébastien, Didier Sébastien, Ilias Timol, Dominique Gay, Alain Cucchi, Christophe Porlier
2019	J	`jnl`	Should we Reload Time Series Classification Performance Evaluation ? (a position paper). CoRR Dominique Gay, Vincent Lemaire
2017	J	`jnl`	A user parameter-free approach for mining robust sequential classification rules. Knowl. Inf. Syst. Elias Egho, Dominique Gay, Marc Boullé, Nicolas Voisine, Fabrice Clérot
2017	B	`conf`	MiSeRe-Hadoop: A Large-Scale Robust Sequential Classification Rules Mining Framework. DaWaK Elias Egho, Dominique Gay, Romain Trinquart, Marc Boullé, Nicolas Voisine, Fabrice Clérot
2016	—	`conf`	Analyse exploratoire par k-Coclustering avec Khiops CoViz. EGC Bruno Guerraz, Marc Boullé, Dominique Gay, Vincent Lemaire, Fabrice Clérot
2015	A*	`conf`	A Parameter-Free Approach for Mining Robust Sequential Classification Rules. ICDM Elias Egho, Dominique Gay, Marc Boullé, Nicolas Voisine, Fabrice Clérot
2015	J	`jnl`	Cats & Co: Categorical Time Series Coclustering. CoRR Dominique Gay, Romain Guigourès, Marc Boullé, Fabrice Clérot
2015	—	`conf`	Country-Scale Exploratory Analysis of Call Detail Records Through the Lens of Data Grid Models. ECML/PKDD (3) Romain Guigourès, Dominique Gay, Marc Boullé, Fabrice Clérot, Fabrice Rossi
2015	J	`jnl`	Country-scale Exploratory Analysis of Call Detail Records through the Lens of Data Grid Models. CoRR Romain Guigourès, Dominique Gay, Marc Boullé, Fabrice Clérot, Fabrice Rossi
2015	B	`conf`	TESS: Temporal event sequence summarization. DSAA Dominique Gay, Romain Guigourès, Marc Boullé, Fabrice Clérot
2014	—	`conf`	Clustering de séquences d'évènements temporels. EGC Romain Guigourès, Dominique Gay, Marc Boullé, Fabrice Clérot
2014	—	`conf`	Khiops CoViz: A Tool for Visual Exploratory Analysis of k-Coclustering Results. ECML/PKDD (3) Bruno Guerraz, Marc Boullé, Dominique Gay, Fabrice Clérot
2013	—	`conf`	Construction de descripteurs à partir du coclustering pour la classification supervisée de séries temporelles. EGC Dominique Gay, Marc Boullé
2013	—	`conf`	Feature Extraction over Multiple Representations for Time Series Classification. NFMCP Dominique Gay, Romain Guigourès, Marc Boullé, Fabrice Clérot
2013	J	`jnl`	Parameter-free classification in multi-class imbalanced data sets. Data Knowl. Eng. Loïc Cerf, Dominique Gay, Nazha Selmaoui-Folcher, Bruno Crémilleux, Jean-François Boulicaut
2012	—	`conf`	A Bayesian Approach for Classification Rule Mining in Quantitative Databases. ECML/PKDD (2) Dominique Gay, Marc Boullé
2012	J	`jnl`	Application-independent feature construction based on almost-closedness properties. Knowl. Inf. Syst. Dominique Gay, Nazha Selmaoui-Folcher, Jean-François Boulicaut
2011	—	`conf`	A Bayesian Criterion for Evaluating the Robustness of Classification Rules in Binary Data Sets. EGC (best of volume) Dominique Gay, Marc Boullé
2011	C	`conf`	A clustering-based visualization of colocation patterns. IDEAS Elise Desmier, Frédéric Flouvat, Dominique Gay, Nazha Selmaoui-Folcher
2011	J	`jnl`	Spatial Pattern Mining for Soil Erosion Characterization. Int. J. Agric. Environ. Inf. Syst. Nazha Selmaoui-Folcher, Frédéric Flouvat, Dominique Gay, Isabelle Rouet
2011	—	`conf`	Un critère Bayésien pour évaluer la robustesse des règles de classification. EGC Dominique Gay, Marc Boullé
2010	Misc	`conf`	Constrained colocation mining: application to soil erosion characterization. SAC Frédéric Flouvat, Nazha Selmaoui-Folcher, Dominique Gay, Isabelle Rouet, Chloé Grison
2010	—	`conf`	Vers une extraction et une visualisation des co-localisations adaptées aux experts. EGC Frédéric Flouvat, Nazha Selmaoui-Folcher, Dominique Gay
2009	B	`conf`	Application-Independent Feature Construction from Noisy Samples. PAKDD Dominique Gay, Nazha Selmaoui, Jean-François Boulicaut
2009	—	`—`	Calcul de motifs sous contraintes pour la classification supervisée. (Constraint-based pattern mining for classification purpose). Dominique Gay
2009	—	`conf`	Construction de descripteurs pour classer à partir d'exemples bruités. EGC Nazha Selmaoui, Dominique Gay, Jean-François Boulicaut
2008	B	`conf`	A Parameter-Free Associative Classification Method. DaWaK Loïc Cerf, Dominique Gay, Nazha Selmaoui, Jean-François Boulicaut
2008	B	`conf`	Feature Construction Based on Closedness Properties Is Not That Simple. PAKDD Dominique Gay, Nazha Selmaoui, Jean-François Boulicaut
2007	—	`conf`	Pattern-based decision tree construction. ICDIM Dominique Gay, Nazha Selmaoui, Jean-François Boulicaut
2006	B	`conf`	Feature Construction and Discovery Science Nazha Selmaoui, Claire Leschi, Dominique Gay, Jean-François Boulicaut