Concepedia
Statistics
Publications
10
Citations
1.9K
H-Index
Active since
1996
Affiliations
Université de Technologie de Compiègne(Current)
Centre National de la Recherche Scientifique
Heuristics and Diagnostics for Complex Systems
Institut national de recherche en sciences et technologies du numérique
G. Govaert is an author at Université de Technologie de Compiègne specializing in computing, computer science, and mixture model.
Publications per year
1996–2010
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
An EM algorithm for the block mixture model
G. Govaert, Mohamed Nadif · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2005 · 101 citations
Computing, Computer Science, Data Mining +13
Convergence of an EM-type algorithm for spatial clustering
Christophe Ambroise, G. Govaert · Pattern Recognition Letters · 1998 · 79 citations
Computing, Computer Science, Geoinformatics +12
Exact and Monte Carlo calculations of integrated likelihoods for the latent class model
Christophe Biernacki, Gilles Celeux, G. Govaert · Journal of Statistical Planning and Inference · 2010 · 59 citations · Full text
Natural Sciences, Biostatistics, Mathematics +10
Mixture Model Clustering of Uncertain Data
Hani Hamdan, G. Govaert · 2005 · 35 citations
Computing, Data Science, Statistical Computing +14
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