Gilles Celeux
According to our database1,
Gilles Celeux
authored at least 40 papers
between 1989 and 2024.
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Bibliography
2024
2022
Hierarchical Clustering of Spectral Images with Spatial Constraints for the Rapid Processing of Large and Heterogeneous Data Sets.
SN Comput. Sci., 2022
2019
Variable selection in model-based clustering and discriminant analysis with a regularization approach.
Adv. Data Anal. Classif., 2019
2015
Stat. Comput., 2015
Co-expression analysis of high-throughput transcriptome sequencing data with Poisson mixture models.
Bioinform., 2015
Enhancing the selection of a model-based clustering with external categorical variables.
Adv. Data Anal. Classif., 2015
Proceedings of the 23rd European Signal Processing Conference, 2015
2013
A predictive deviance criterion for selecting a generative model in semi-supervised classification.
Comput. Stat. Data Anal., 2013
Data-based filtering for replicated high-throughput transcriptome sequencing experiments.
Bioinform., 2013
2012
2011
Pattern Recognit. Lett., 2011
2009
Sélection de variables pour la classification par mélanges gaussiens pour prédire la fonction des gènes orphelins.
Monde des Util. Anal. Données, 2009
Comput. Stat. Data Anal., 2009
2008
Comput. Stat., 2008
2007
Proceedings of the Advances in Computation and Intelligence, 2007
2006
Designing a Bayesian network for preventive maintenance from expert opinions in a rapid and reliable way.
Reliab. Eng. Syst. Saf., 2006
IEEE Trans. Pattern Anal. Mach. Intell., 2006
Le logiciel MIXMOD d'analyse de mélange pour la classification et l'analyse discriminante.
Monde des Util. Anal. Données, 2006
Comput. Stat. Data Anal., 2006
Comput. Stat. Data Anal., 2006
Proceedings of the Advances in Data Analysis, 2006
2004
2003
EM procedures using mean field-like approximations for Markov model-based image segmentation.
Pattern Recognit., 2003
Choosing starting values for the EM algorithm for getting the highest likelihood in multivariate Gaussian mixture models.
Comput. Stat. Data Anal., 2003
2001
Proceedings of the Eighth International Workshop on Artificial Intelligence and Statistics, 2001
2000
IEEE Trans. Pattern Anal. Mach. Intell., 2000
1999
An improvement of the NEC criterion for assessing the number of clusters in a mixture model.
Pattern Recognit. Lett., 1999
1998
Proceedings of the COMPSTAT 1998, 1998
1997
1995
1993
Monde des Util. Anal. Données, 1993
1991
Analyse Discriminante appliquée à l'étude du rythme cardiaque: développements methodologiques.
Monde des Util. Anal. Données, 1991
Monde des Util. Anal. Données, 1991
1989
Monde des Util. Anal. Données, 1989