Variable selection in model-based clustering: A general variable role modeling. - Cathy Maugis; Gilles Celeux; Marie-Laure Martin-Magniette (Comput. Stat. Data Anal., 2009)

Sélection de variables pour la classification par mélanges gaussiens pour prédire la fonction des gènes orphelins. - Cathy Maugis; Marie-Laure Martin-Magniette; Jean-Philippe Tamby; Jean-Pierre Renou; Alain Lecharny; Sébastien Aubourg; Gilles Celeux (Monde des Util. Anal. Données, 2009)

Variable selection in model-based discriminant analysis. - Cathy Maugis; Gilles Celeux; Marie-Laure Martin-Magniette (J. Multivar. Anal., 2011)

Slope heuristics: overview and implementation. - Jean-Patrick Baudry; Cathy Maugis; Bertrand Michel (Stat. Comput., 2012)

Co-expression analysis of high-throughput transcriptome sequencing data with Poisson mixture models. - Andrea Rau; Cathy Maugis-Rabusseau; Marie-Laure Martin-Magniette; Gilles Celeux (Bioinform., 2015)

On the estimation of mixtures of Poisson regression models with large number of components. - Panagiotis Papastamoulis; Marie-Laure Martin-Magniette; Cathy Maugis-Rabusseau (Comput. Stat. Data Anal., 2016)

Transformation and model choice for RNA-seq co-expression analysis. - Andrea Rau; Cathy Maugis-Rabusseau (Briefings Bioinform., 2018)

Synthetic data sets for the identification of key ingredients for RNA-seq differential analysis. - Guillem Rigaill; Sandrine Balzergue; Véronique Brunaud; Eddy Blondet; Andrea Rau; Odile Rogier; José Caius; Cathy Maugis-Rabusseau; Ludivine Taconnat; Sébastien Aubourg; Claire Lurin; Marie-Laure Martin-Magniette; et al. (Briefings Bioinform., 2018)

Variable selection in model-based clustering and discriminant analysis with a regularization approach. - Gilles Celeux; Cathy Maugis-Rabusseau; Mohammed Sedki (Adv. Data Anal. Classif., 2019)

Sparse Regularization for Mixture Problems. - Yohann de Castro; Sébastien Gadat; Clément Marteau; Cathy Maugis-Rabusseau (CoRR, 2019)

IGLOO: An Iterative Global Exploration and Local Optimization Algorithm to Find Diverse Low-Energy Conformations of Flexible Molecules. - William Margerit; Antoine Charpentier; Cathy Maugis-Rabusseau; Johann Christian Schön; Nathalie Tarrat; Juan Cortés (Algorithms, 2023)