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A tractable multi-partitions clustering

 Vincent Vandewalle , Matthieu Marbac
COMPSTAT 2018 - 23rd International Conference on Computational Statistics, Aug 2018, Iasi, Romania
Communication dans un congrès hal-01956922v1
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Mixture of hidden Markov models for accelerometer data

 Marie Du Roy de Chaumaray , Matthieu Marbac , Fabien Navarro
Annals of Applied Statistics, 2020, 14 (4), pp.1834-1855. ⟨10.1214/20-AOAS1375⟩
Article dans une revue hal-02159581v3
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A Family of Blockwise One-Factor Distributions for Modelling High-Dimensional Binary Data

 Matthieu Marbac , Mohammed Sedki
2015
Pré-publication, Document de travail hal-01224333v1
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Translation-invariant functional clustering on COVID-19 deaths adjusted on population risk factors

 Amay S.M. Cheam , Marc Fredette , Matthieu Marbac , Fabien Navarro
Journal of the Royal Statistical Society: Series C Applied Statistics, 2023, 72 (2), pp.387--413. ⟨10.1093/jrsssc/qlad014⟩
Article dans une revue hal-03952739v1
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Clustering: from modeling to visualizing Mapping clusters as spherical Gaussians

 Christophe Biernacki , Matthieu Marbac , Vincent Vandewalle
Working Group on Model-Based Clustering, Jul 2023, Pittsburg, Etats-Unis, United States
Communication dans un congrès hal-04370893v1
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Accompanying note : Model-based Clustering with Missing Not At Random Data

 Aude Sportisse , Matthieu Marbac , Fabien Laporte , Gilles Celeux , Claire Boyer , et al.
2023
Pré-publication, Document de travail hal-04358192v1

Model-based clustering of categorical data by relaxing conditional independence

 Matthieu Marbac , Christophe Biernacki , Vincent Vandewalle
Classification Society Meeting, Mc Master University, Jun 2015, Hamilton, Ontario, Canada
Communication dans un congrès hal-01238334v1
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Variable selection for model-based clustering using the integrated complete-data likelihood

 Matthieu Marbac , Mohammed Sedki
2015
Pré-publication, Document de travail hal-01108878v2
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Patterns of cleaning product exposures using a novel clustering approach for data with correlated variables

 Matthieu Marbac , Mohammed Sedki , Marie-Christine Boutron-Ruault , Orianne Dumas
Annals of Epidemiology, 2018, 28 (8), pp.563-569.e6. ⟨10.1016/j.annepidem.2018.05.004⟩
Article dans une revue inserm-02468294v1
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Clusters of diet, physical activity, television exposure and sleep habits and their association with adiposity in preschool children: the EDEN mother-child cohort

 Cécilia Saldanha-Gomes , Matthieu Marbac , Mohammed Sedki , Maxime Cornet , Sabine Plancoulaine , et al.
International Journal of Behavioral Nutrition and Physical Activity, 2020, 17 (1), pp.20. ⟨10.1186/s12966-020-00927-6⟩
Article dans une revue inserm-02503763v1
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Household cleaning and poor asthma control among elderly women

 Orianne Dumas , Annabelle Bédard , Matthieu Marbac , Mohammed Sedki , Sofia Temam , et al.
Journal of Allergy and Clinical Immunology: In Practice, 2021, pp.S2213-2198(21)00202-6. ⟨10.1016/j.jaip.2021.02.022⟩
Article dans une revue inserm-03166894v1

A tractable Multi-Partitions Clustering

 Matthieu Marbac , Vincent Vandewalle
Computational Statistics and Data Analysis, 2018, ⟨10.1016/j.csda.2018.06.013⟩
Article dans une revue hal-01691417v1
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Simultaneous semi-parametric estimation of clustering and regression

 Matthieu Marbac , Mohammed Sedki , Christophe Biernacki , Vincent Vandewalle
Journal of Computational and Graphical Statistics, In press
Article dans une revue hal-03090573v2
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Clustering: from modeling to visualizing Mapping clusters as spherical Gaussians

 Christophe Biernacki , Vincent Vandewalle , Matthieu Marbac
SFC 2023 - Rencontres de la Société Francophone de Classification, Jul 2023, Strasbourg, France
Communication dans un congrès hal-04370886v1
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Bayesian model selection in logistic regression for the detection of adverse drug reactions

 Matthieu Marbac , Pascale Tubert-Bitter , Mohammed Sedki
Biometrical Journal, 2016, 58 (6), pp.1376-1389. ⟨10.1002/bimj.201500098⟩
Article dans une revue hal-01140340v1
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