Dominique Gay
Dominique Gay
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A user parameter-free approach for mining robust sequential classification rules
E Egho, D Gay, M Boullé, N Voisine, F Clérot
Knowledge and Information Systems 52, 53-81, 2017
A parameter-free associative classification method
L Cerf, D Gay, N Selmaoui, JF Boulicaut
Data Warehousing and Knowledge Discovery: 10th International Conference …, 2008
A bayesian approach for classification rule mining in quantitative databases
D Gay, M Boullé
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2012
Feature construction based on closedness properties is not that simple
D Gay, N Selmaoui, JF Boulicaut
Pacific-Asia Conference on Knowledge Discovery and Data Mining, 112-123, 2008
Feature extraction over multiple representations for time series classification
D Gay, R Guigourès, M Boullé, F Clérot
New Frontiers in Mining Complex Patterns: Second International Workshop …, 2014
Fears: a feature and representation selection approach for time series classification
A Bondu, D Gay, V Lemaire, M Boullé, E Cervenka
Asian conference on machine learning, 379-394, 2019
TESS: temporal event sequence summarization
D Gay, R Guigourès, M Boullé, F Clérot
2015 IEEE International Conference on Data Science and Advanced Analytics …, 2015
Constrained colocation mining: application to soil erosion characterization
F Flouvat, N Selmaoui-Folcher, D Gay, I Rouet, C Grison
Proceedings of the 2010 ACM Symposium on Applied Computing, 1054-1059, 2010
Predictive k-means with local models
V Lemaire, OA Ismaili, A Cornuéjols, D Gay
Trends and Applications in Knowledge Discovery and Data Mining: PAKDD 2020 …, 2020
Should we reload time series classification performance evaluation?(a position paper)
D Gay, V Lemaire
arXiv preprint arXiv:1903.03300, 2019
A clustering-based visualization of colocation patterns
E Desmier, F Flouvat, D Gay, N Selmaoui-Folcher
Proceedings of the 15th Symposium on international database engineering …, 2011
Calcul de motifs sous contraintes pour la classification supervisée
D Gay
Université de Nouvelle Calédonie; INSA de Lyon, 2009
Country-scale exploratory analysis of call detail records through the lens of data grid models
R Guigourès, D Gay, M Boullé, F Clérot, F Rossi
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2015
Tools for soil erosion mapping and hazard assessment: application to New Caledonia, SW Pacific
I Rouet, D Gay, M Allenbach, N Selmaoui, AG Ausseil, M Mangeas, ...
Proceedings of the International Congress on Modelling and Simulation …, 2009
Pattern-based decision tree construction
D Gay, N Selmaoui, JF Boulicaut
2007 2nd International Conference on Digital Information Management 1, 291-296, 2007
Assessment of classification methods for soil erosion risks
D Gay, I Rouet, M Mangeas, P Dumas, N Selmaoui
Proceedings of the International Congress on Modelling and Simulation …, 2007
Feature Construction and δ-Free Sets in 0/1 Samples
N Selmaoui, C Leschi, D Gay, JF Boulicaut
International Conference on Discovery Science, 363-367, 2006
Spatial pattern mining for soil erosion characterization
N Selmaoui-Folcher, F Flouvat, D Gay, I Rouet
International Journal of Agricultural and Environmental Information Systems …, 2011
MiSeRe-hadoop: a large-scale robust sequential classification rules mining framework
E Egho, D Gay, R Trinquart, M Boullé, N Voisine, F Clérot
Big Data Analytics and Knowledge Discovery: 19th International Conference …, 2017
Analyse exploratoire par k-Coclustering avec Khiops CoViz.
B Guerraz, M Boullé, D Gay, V Lemaire, F Clérot
EGC, 493-498, 2016
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