Gilles Celeux

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Publications

Citations

12.6K

H-Index

Active since

1991

Affiliations

Institut national de recherche en sciences et technologies du numérique(Current)

Université Paris-Sud

Centre National de la Recherche Scientifique

Université de Technologie de Compiègne

Centre Inria de l'Université Grenoble Alpes

Gilles Celeux is an author at Institut national de recherche en sciences et technologies du numérique specializing in computing, statistical modeling, and machine learning.

Publications per year

1991–2022

Publications

An entropy criterion for assessing the number of clusters in a mixture model

Gilles Celeux, Gilda Soromenho · Journal of Classification · 1996 · 2.4K citations · Full text

Natural Sciences, Biostatistics, Probability Theory +7

Assessing a mixture model for clustering with the integrated completed likelihood

Christophe Biernacki, Gilles Celeux, G. Govaert · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2000 · 1.5K citations

Public Health, Biostatistics, Bayesian Data Analysis +14

Deviance information criteria for missing data models

Gilles Celeux, Florence Forbes, Caroline Robert et al. · Bayesian Analysis · 2006 · 899 citations · Full text

Natural Sciences, Biostatistics, Deviance +13

Gaussian parsimonious clustering models

Gilles Celeux, Gérard Govaert · Pattern Recognition · 1995 · 858 citations · Full text

Business, Computer Science, Machine Learning +7

A classification EM algorithm for clustering and two stochastic versions

Gilles Celeux, Gérard Govaert · Computational Statistics & Data Analysis · 1992 · 764 citations · Full text

Computing, Computer Science, Data Mining +13

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