Gérard Govaert

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

Choosing starting values for the EM algorithm for getting the highest likelihood in multivariate Gaussian mixture models

Christophe Biernacki, Gilles Celeux, Gérard Govaert · Computational Statistics & Data Analysis · 2003 · 644 citations

Computing, Biostatistics, Bayesian Data Analysis +12

Clustering with block mixture models

Gérard Govaert, Mohamed Nadif · Pattern Recognition · 2002 · 207 citations

Computing, Computer Science, Data Mining +9

Block clustering with Bernoulli mixture models: Comparison of different approaches

Gérard Govaert, Mohamed Nadif · Computational Statistics & Data Analysis · 2007 · 198 citations

Computing, Computer Science, Data Mining +7