Matthieu Marbac

12 papers Journal 12
YearRankTypeTitle / Venue / Authors
2024 J jnl
Estimation of the Order of Non-Parametric Hidden Markov Models using the Singular Values of an Integral Operator.
J. Mach. Learn. Res.
Marie du Roy de Chaumaray, Salima El Kolei, Marie-Pierre Étienne, Matthieu Marbac
2024 J jnl
Model-based clustering with missing not at random data.
Stat. Comput.
Aude Sportisse, Matthieu Marbac, Fabien Laporte, Gilles Celeux, Claire Boyer, Julie Josse, Christophe Biernacki
2023 J jnl
Clustering data with non-ignorable missingness using semi-parametric mixture models assuming independence within components.
Adv. Data Anal. Classif.
Marie du Roy de Chaumaray, Matthieu Marbac
2022 J jnl
Simultaneous Semiparametric Estimation of Clustering and Regression.
J. Comput. Graph. Stat.
Matthieu Marbac, Mohammed Sedki, Christophe Biernacki, Vincent Vandewalle
2021 J jnl
Gaussian-Based Visualization of Gaussian and Non-Gaussian-Based Clustering.
J. Classif.
Christophe Biernacki, Matthieu Marbac, Vincent Vandewalle
2020 J jnl
Variable Selection for Mixed Data Clustering: Application in Human Population Genomics.
J. Classif.
Matthieu Marbac, Mohammed Sedki, Tienne Patin
2019 J jnl
A tractable multi-partitions clustering.
Comput. Stat. Data Anal.
Matthieu Marbac, Vincent Vandewalle
2019 J jnl
VarSelLCM: an R/C++ package for variable selection in model-based clustering of mixed-data with missing values.
Bioinform.
Matthieu Marbac, Mohammed Sedki
2017 J jnl
A family of block-wise one-factor distributions for modeling high-dimensional binary data.
Comput. Stat. Data Anal.
Matthieu Marbac, Mohammed Sedki
2017 J jnl
Variable selection for model-based clustering using the integrated complete-data likelihood.
Stat. Comput.
Matthieu Marbac, Mohammed Sedki
2016 J jnl
Latent class model with conditional dependency per modes to cluster categorical data.
Adv. Data Anal. Classif.
Matthieu Marbac, Christophe Biernacki, Vincent Vandewalle
2015 J jnl
Model-Based Clustering for Conditionally Correlated Categorical Data.
J. Classif.
Matthieu Marbac, Christophe Biernacki, Vincent Vandewalle