Matthieu Marbac

Variable selection for model-based clustering using the integrated complete-data likelihood

Matthieu Marbac, Mohammed Sedki · Statistics and Computing · 2016 · 74 citations · Full text

Engineering, Data Science, Data Mining +8

VarSelLCM: an R/C++ package for variable selection in model-based clustering of mixed-data with missing values

Matthieu Marbac, Mohammed Sedki · Bioinformatics · 2018 · 67 citations

Model-Based Clustering for Conditionally Correlated Categorical Data

Matthieu Marbac, Christophe Biernacki, Vincent Vandewalle · Journal of Classification · 2015 · 50 citations · Full text

Document Clustering, Engineering, Data Science +5

Model-based clustering of Gaussian copulas for mixed data

Matthieu Marbac, Christophe Biernacki, Vincent Vandewalle · Communication in Statistics- Theory and Methods · 2017 · 35 citations · Full text

Mixture Distribution, Engineering, Multivariate Analysis +12

Clusters of diet, physical activity, television exposure and sleep habits and their association with adiposity in preschool children: the EDEN mother-child cohort

Cecília Gomes, Matthieu Marbac, Mohammed Sedki et al. · International Journal of Behavioral Nutrition and Physical Activity · 2020 · 31 citations · Full text