Edit Profile (opens in new tab) Boulle, Marc Compute Distance To: Compute Author ID: boulle.marc Published as: Boullé, Marc; Boulle, Marc Documents Indexed: 16 Publications since 2003 Co-Authors: 8 Co-Authors with 6 Joint Publications 59 Co-Co-Authors all top 5 Co-Authors 10 single-authored 3 Hue, Carine 1 Ferrandiz, Sylvain 1 Guigourès, Romain 1 Lahbib, Dhafer 1 Laurent, Dominique 1 Lemaire, Vincent 1 Rossi, Fabrice 1 Voisine, Nicolas all top 5 Serials 4 Journal of Machine Learning Research (JMLR) 3 Machine Learning 2 Advances in Data Analysis and Classification. ADAC 1 International Journal of Approximate Reasoning 1 Pattern Recognition 1 Optimization and Engineering Fields 13 Computer science (68-XX) 8 Statistics (62-XX) 2 Operations research, mathematical programming (90-XX) 1 Numerical analysis (65-XX) 1 Information and communication theory, circuits (94-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 11 Publications have been cited 40 times in 33 Documents Cited by ▼ Year ▼ Compression-based averaging of selective naïve Bayes classifiers. Zbl 1222.62035Boullé, Marc 11 2007 Khiops: A statistical discretization method of continuous attributes. Zbl 1067.68121Boulle, Marc 7 2004 Compact mathematical formulation for graph partitioning. Zbl 1151.90522Boulle, Marc 6 2004 Functional data clustering via piecewise constant nonparametric density estimation. Zbl 1248.68398Boullé, Marc 6 2012 Optimum simultaneous discretization with data grid models in supervised classification: a Bayesian model selection approach. Zbl 1231.62030Boullé, Marc 3 2009 MODL: a Bayes optimal discretization method for continuous attributes. Zbl 1470.68086Boullé, Marc 2 2006 Khiops: A discretization method of continuous attributes with guaranteed resistance to noise. Zbl 1029.68563Boullé, Marc 1 2003 A Bayes optimal approach for partitioning the values of categorical attributes. Zbl 1222.68153Boullé, Marc 1 2005 A new probabilistic approach in rank regression with optimal Bayesian partitioning. Zbl 1222.68220Hue, Carine; Boullé, Marc 1 2007 A Bayes evaluation criterion for decision trees. Zbl 1202.68323Voisine, Nicolas; Boullé, Marc; Hue, Carine 1 2010 A parameter-free classification method for large scale learning. Zbl 1235.68131Boullé, Marc 1 2009 Functional data clustering via piecewise constant nonparametric density estimation. Zbl 1248.68398Boullé, Marc 6 2012 A Bayes evaluation criterion for decision trees. Zbl 1202.68323Voisine, Nicolas; Boullé, Marc; Hue, Carine 1 2010 Optimum simultaneous discretization with data grid models in supervised classification: a Bayesian model selection approach. Zbl 1231.62030Boullé, Marc 3 2009 A parameter-free classification method for large scale learning. Zbl 1235.68131Boullé, Marc 1 2009 Compression-based averaging of selective naïve Bayes classifiers. Zbl 1222.62035Boullé, Marc 11 2007 A new probabilistic approach in rank regression with optimal Bayesian partitioning. Zbl 1222.68220Hue, Carine; Boullé, Marc 1 2007 MODL: a Bayes optimal discretization method for continuous attributes. Zbl 1470.68086Boullé, Marc 2 2006 A Bayes optimal approach for partitioning the values of categorical attributes. Zbl 1222.68153Boullé, Marc 1 2005 Khiops: A statistical discretization method of continuous attributes. Zbl 1067.68121Boulle, Marc 7 2004 Compact mathematical formulation for graph partitioning. Zbl 1151.90522Boulle, Marc 6 2004 Khiops: A discretization method of continuous attributes with guaranteed resistance to noise. Zbl 1029.68563Boullé, Marc 1 2003 all cited Publications top 5 cited Publications all top 5 Cited by 76 Authors 4 Boulle, Marc 2 Blanquero, Rafael 2 Carrizosa, Emilio 2 Corani, Giorgio 2 Costa, Alberto L. C. 2 Hansen, Pierre 2 Liberti, Leo 2 Ramírez-Cobo, Pepa 2 Sillero-Denamiel, M. Remedios 2 Wu, Yan 2 Yang, Youlong 1 Antonucci, Alessandro 1 Bartos, Karel 1 Cafieri, Sonia 1 Cao, Fuyuan 1 Cawley, Gavin C. 1 Cerchiello, Paola 1 Chen, Yixin 1 Collazos, Julian A. A. 1 Corneli, Marco 1 Dang, Xin 1 Dias, Ronaldo 1 Dror, Gideon 1 Eftekhari, Mahdi 1 Fan, Neng 1 Felner, Ariel 1 Fikar, Ondrej 1 Franc, Vojtěch 1 Gao, Shusheng 1 Giudici, Paolo 1 Goldberg, Ken 1 Guyon, Isabelle 1 Hamzeh, Ali 1 Hashemi, Sattar 1 Hazrati Fard, Seyed Mehdi 1 He, Yijun 1 Huang, Yong-Xuan 1 Hue, Carine 1 Jacques, Julien 1 Jin, Yingwei 1 Kuznetsov, Sergei O. 1 Latouche, Pierre 1 Lemaire, Vincent 1 Li, Jisheng 1 Li, Keqiu 1 Li, Min 1 Liang, Jiye 1 Makhalova, Tatiana 1 Mallach, Sven 1 McLachlan, Geoffrey John 1 Meng, Yinfeng 1 Mignatti, Andrea 1 Napoli, Amedeo 1 Nguyen, Hien Duy 1 Pardalos, Panos M. 1 Preda, Cristian 1 Puzis, Rami 1 Qi, Heng 1 Rossi, Fabrice 1 Saffari, Amir 1 Sang, Yu 1 Shah, Rajat 1 Słowiński, Roman 1 Sofka, Michal 1 Stern, Roni 1 Susmaga, Robert 1 Teng, Fei 1 van den Berg, Jur P. 1 Wang, Yishui 1 Wood, Ian A. 1 Xu, Dachuan 1 Yan, Deqin 1 Yang, Ping 1 Zambom, Adriano Zanin 1 Zeinalkhani, Mohsen 1 Zhang, Dongmei all top 5 Cited in 22 Serials 4 Information Sciences 3 International Journal of Approximate Reasoning 3 Advances in Data Analysis and Classification. ADAC 2 Machine Learning 2 Computational Statistics and Data Analysis 2 4OR 1 Artificial Intelligence 1 Computers & Mathematics with Applications 1 International Journal of Systems Science 1 Fuzzy Sets and Systems 1 Computers & Operations Research 1 Neural Networks 1 Annals of Operations Research 1 Journal of Global Optimization 1 Computational Statistics 1 Pattern Recognition 1 Mathematical Programming. Series A. Series B 1 Data Mining and Knowledge Discovery 1 CEJOR. Central European Journal of Operations Research 1 Journal of Industrial and Management Optimization 1 Optimization Letters 1 Statistics and Computing all top 5 Cited in 6 Fields 17 Computer science (68-XX) 15 Statistics (62-XX) 13 Operations research, mathematical programming (90-XX) 1 Combinatorics (05-XX) 1 Numerical analysis (65-XX) 1 Information and communication theory, circuits (94-XX) Citations by Year