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 | 54* | 2017 |
A parameter-free associative classification method L Cerf, D Gay, N Selmaoui, JF Boulicaut Data Warehousing and Knowledge Discovery: 10th International Conference …, 2008 | 52* | 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 | 20 | 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 | 17* | 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 | 14 | 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 | 13 | 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 | 12* | 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 | 11 | 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 | 10 | 2020 |
Should we reload time series classification performance evaluation?(a position paper) D Gay, V Lemaire arXiv preprint arXiv:1903.03300, 2019 | 9 | 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 | 9 | 2011 |
Calcul de motifs sous contraintes pour la classification supervisée D Gay Université de Nouvelle Calédonie; INSA de Lyon, 2009 | 9 | 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 | 7 | 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 | 7 | 2009 |
Pattern-based decision tree construction D Gay, N Selmaoui, JF Boulicaut 2007 2nd International Conference on Digital Information Management 1, 291-296, 2007 | 7 | 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 | 7 | 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 | 7 | 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 | 6 | 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 | 4 | 2017 |
Analyse exploratoire par k-Coclustering avec Khiops CoViz. B Guerraz, M Boullé, D Gay, V Lemaire, F Clérot EGC, 493-498, 2016 | 4 | 2016 |