Boullé, Marc

14 publications

ECML-PKDD 2022 A Non-Parametric Bayesian Approach for Uplift Discretization and Feature Selection Mina Rafla, Nicolas Voisine, Bruno Crémilleux, Marc Boullé

MLJ 2019 A Scalable Robust and Automatic Propositionalization Approach for Bayesian Classification of Large Mixed Numerical and Categorical Data Marc Boullé, Clément Charnay, Nicolas Lachiche

ACML 2019 FEARS: A Feature and Representation Selection Approach for Time Series Classification Alexis Bondu, Dominique Gay, Vincent Lemaire, Marc Boullé, Eole Cervenka

ECML-PKDD 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

ECML-PKDD 2014 Khiops CoViz: A Tool for Visual Exploratory Analysis of K-Coclustering Results Bruno Guerraz, Marc Boullé, Dominique Gay, Fabrice Clérot

ECML-PKDD 2014 Towards Automatic Feature Construction for Supervised Classification Marc Boullé

ECML-PKDD 2012 A Bayesian Approach for Classification Rule Mining in Quantitative Databases Dominique Gay, Marc Boullé

MLJ 2010 Bayesian Instance Selection for the Nearest Neighbor Rule Sylvain Ferrandiz, Marc Boullé

JMLR 2009 A Parameter-Free Classification Method for Large Scale Learning Marc Boullé

JMLR 2007 A New Probabilistic Approach in Rank Regression with Optimal Bayesian Partitioning Carine Hue, Marc Boullé

JMLR 2007 Compression-Based Averaging of Selective Naive Bayes Classifiers Marc Boullé

MLJ 2006 MODL: A Bayes Optimal Discretization Method for Continuous Attributes Marc Boullé

JMLR 2005 A Bayes Optimal Approach for Partitioning the Values of Categorical Attributes Marc Boullé

MLJ 2004 Khiops: A Statistical Discretization Method of Continuous Attributes Marc Boullé