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hal-00849439
v1
Preprints, Working Papers, ...
Gilles Celeux
,
Martin-Magniette Marie-Laure
,
Cathy Maugis
,
Adrian E. Raftery
.
Comparing Model Selection and Regularization Approaches to Variable Selection in Model-Based Clustering
2013
inria-00483229
v1
Reports
Cathy Maugis
,
Gilles Celeux
,
Martin-Magniette Marie-Laure
.
Variable selection in model-based discriminant analysis
[Research Report] RR-7290, INRIA. 2010
hal-00666826
v1
Journal articles
Cathy Maugis
,
Gilles Celeux
,
Martin-Magniette Marie-Laure
.
Variable selection in model-based discriminant analysis
Journal of Multivariate Analysis
, Elsevier, 2011, 102 (10), pp.1374-1387.
⟨10.1016/j.jmva.2011.05.004⟩
hal-00666845
v1
Journal articles
Gilles Celeux
,
Martin-Magniette Marie-Laure
,
Cathy Maugis
,
Adrian E. Raftery
.
Letter to the editor: ''{A} framework for feature selection in clustering
Journal of the American Statistical Association
, Taylor & Francis, 2011, 106 (493), pp.383.
⟨10.1198/jasa.2011.tm10681⟩
hal-00972003
v1
Journal articles
Cathy Maugis
,
Martin-Magniette Marie-Laure
,
Sandra Pelletier
.
SelvarClustMV: Variable selection approach in model-based clustering allowing for missing values
Journal de la Société Française de Statistique
, Société Française de Statistique et Société Mathématique de France, 2012, 15 (2), pp.21-36
hal-02644423
v1
Journal articles
David Rengel
,
Sandrine Arribat
,
Pierre Maury
,
Martin-Magniette Marie-Laure
,
Thibault Hourlier
et al.
A gene-phenotype network based on genetic variability for drought responses reveals key physiological processes in controlled and natural environments
PLoS ONE
, Public Library of Science, 2012, 7 (10), 19 p.
⟨10.1371/journal.pone.0045249⟩
hal-00943473
v1
Journal articles
Gilles Celeux
,
Martin-Magniette Marie-Laure
,
Cathy Maugis
,
Adrian E. Raftery
.
Comparing Model Selection and Regularization Approaches to Variable Selection in Model-Based Clustering
Journal de la Société Française de Statistique
, Société Française de Statistique et Société Mathématique de France, 2014, 155 (2), pp.57-71
hal-01193758
v2
Reports
Andrea Rau
,
Gilles Celeux
,
Martin-Magniette Marie-Laure
,
Cathy Maugis
.
Clustering high-throughput sequencing data with Poisson mixture models
[Research Report] RR-7786, INRIA. 2011, pp.36
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