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(2)
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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-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
hal-01108821
v2
Journal articles
Andrea Rau
,
Cathy Maugis
,
Marie-Laure Magniette
,
Gilles Celeux
.
Co-expression analysis of high-throughput transcriptome sequencing data with Poisson mixture models
Bioinformatics
, Oxford University Press (OUP), 2015, 31 (9), pp.1420-1427.
⟨10.1093/bioinformatics/btu845⟩
hal-01053784
v3
Journal articles
Gilles Celeux
,
Cathy Maugis
,
Mohammed Sedki
.
Variable selection in model-based clustering and discriminant analysis with a regularization approach
Advances in Data Analysis and Classification
, Springer Verlag, 2018,
⟨10.1007/s11634-018-0322-5⟩
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