Deviance information criteria for missing data models
Celeux, G., Forbes, F., Robert, C. P., Titterington, D. M.
Published in Bayesian analysis (01.01.2006)
Published in Bayesian analysis (01.01.2006)
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Journal Article
Assessing a mixture model for clustering with the integrated completed likelihood
Biernacki, C., Celeux, G., Govaert, G.
Published in IEEE transactions on pattern analysis and machine intelligence (01.07.2000)
Published in IEEE transactions on pattern analysis and machine intelligence (01.07.2000)
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Journal Article
Variable selection in model-based clustering: A general variable role modeling
Maugis, C., Celeux, G., Martin-Magniette, M.-L.
Published in Computational statistics & data analysis (01.09.2009)
Published in Computational statistics & data analysis (01.09.2009)
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Journal Article
Selection of generative models in classification
Bouchard, G., Celeux, G.
Published in IEEE transactions on pattern analysis and machine intelligence (01.04.2006)
Published in IEEE transactions on pattern analysis and machine intelligence (01.04.2006)
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Journal Article
Exact and Monte Carlo calculations of integrated likelihoods for the latent class model
Biernacki, C., Celeux, G., Govaert, G.
Published in Journal of statistical planning and inference (01.11.2010)
Published in Journal of statistical planning and inference (01.11.2010)
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Journal Article
Variable selection in model-based discriminant analysis
Maugis, C., Celeux, G., Martin-Magniette, M.-L.
Published in Journal of multivariate analysis (01.11.2011)
Published in Journal of multivariate analysis (01.11.2011)
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Journal Article
Designing a Bayesian network for preventive maintenance from expert opinions in a rapid and reliable way
Celeux, G., Corset, F., Lannoy, A., Ricard, B.
Published in Reliability engineering & system safety (01.07.2006)
Published in Reliability engineering & system safety (01.07.2006)
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Journal Article
Identifying intrinsic variability in multivariate systems through linearized inverse methods
Celeux, G., Grimaud, A., Lefèbvre, Y., de Rocquigny, E.
Published in Inverse problems in science and engineering (01.01.2010)
Published in Inverse problems in science and engineering (01.01.2010)
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Journal Article
Using Markov Chain Monte Carlo methods to solve full Bayesian modeling of PWR vessel flaw distributions
Celeux, G., Persoz, M., Wandji, J.N., Perrot, F.
Published in Reliability engineering & system safety (01.12.1999)
Published in Reliability engineering & system safety (01.12.1999)
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Journal Article
Regularization in discriminant analysis: an overview
Mkhadri, A., Celeux, G., Nasroallah, A.
Published in Computational statistics & data analysis (09.01.1997)
Published in Computational statistics & data analysis (09.01.1997)
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Journal Article
Choosing starting values for the EM algorithm for getting the highest likelihood in multivariate Gaussian mixture models
Biernacki, Christophe, Celeux, Gilles, Govaert, Gérard
Published in Computational statistics & data analysis (01.01.2003)
Published in Computational statistics & data analysis (01.01.2003)
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Journal Article
Conference Proceeding
Computational and Inferential Difficulties with Mixture Posterior Distributions
Celeux, Gilles, Hurn, Merrilee, Robert, Christian P.
Published in Journal of the American Statistical Association (01.09.2000)
Published in Journal of the American Statistical Association (01.09.2000)
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Journal Article
Mixture of linear mixed models for clustering gene expression profiles from repeated microarray experiments
Celeux, Gilles, Martin, Olivier, Lavergne, Christian
Published in Statistical modelling (01.10.2005)
Published in Statistical modelling (01.10.2005)
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Journal Article
Regularized Gaussian Discriminant Analysis through Eigenvalue Decomposition
Bensmail, Halima, Celeux, Gilles
Published in Journal of the American Statistical Association (01.12.1996)
Published in Journal of the American Statistical Association (01.12.1996)
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Journal Article
An improvement of the NEC criterion for assessing the number of clusters in a mixture model
Biernacki, Christophe, Celeux, Gilles, Govaert, Gérard
Published in Pattern recognition letters (01.03.1999)
Published in Pattern recognition letters (01.03.1999)
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Journal Article