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Gilles Celeux: [Publications] [Author Rank by year] [Co-authors] [Prefers] [Cites] [Cited by]

Publications of Author

  1. Guillaume Bouchard, Gilles Celeux
    Selection of Generative Models in Classification. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Pattern Anal. Mach. Intell., 2006, v:28, n:4, pp:544-554 [Journal]
  2. Robert T. Collins, Christophe Biernacki, Gilles Celeux, Alan J. Lipton, Gérard Govaert, Takeo Kanade
    Introduction to the Special Section on Video Surveillance. [Citation Graph (0, 0)][DBLP]
    IEEE Trans. Pattern Anal. Mach. Intell., 2000, v:22, n:8, pp:745-746 [Journal]
  3. Gilles Celeux, Florence Forbes, Nathalie Peyrard
    EM procedures using mean field-like approximations for Markov model-based image segmentation. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2003, v:36, n:1, pp:131-144 [Journal]
  4. Gilles Celeux, Gérard Govaert
    Gaussian parsimonious clustering models. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 1995, v:28, n:5, pp:781-793 [Journal]
  5. Gilles Celeux, Jacinto C. Nascimento, Jorge S. Marques
    Learning switching dynamic models for objects tracking. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition, 2004, v:37, n:9, pp:1841-1853 [Journal]
  6. Christophe Biernacki, Gilles Celeux, Gérard Govaert
    An improvement of the NEC criterion for assessing the number of clusters in a mixture model. [Citation Graph (0, 0)][DBLP]
    Pattern Recognition Letters, 1999, v:20, n:3, pp:267-272 [Journal]
  7. Christophe Biernacki, Gilles Celeux, Gérard Govaert, Florent Langrognet
    Model-based cluster and discriminant analysis with the MIXMOD software. [Citation Graph (0, 0)][DBLP]
    Computational Statistics & Data Analysis, 2006, v:51, n:2, pp:587-600 [Journal]
  8. Christophe Biernacki, Gilles Celeux, Gérard Govaert
    Choosing starting values for the EM algorithm for getting the highest likelihood in multivariate Gaussian mixture models. [Citation Graph (0, 0)][DBLP]
    Computational Statistics & Data Analysis, 2003, v:41, n:3-4, pp:561-575 [Journal]
  9. Gilles Celeux, Jean-Michel Marin, Christian P. Robert
    Iterated importance sampling in missing data problems. [Citation Graph (0, 0)][DBLP]
    Computational Statistics & Data Analysis, 2006, v:50, n:12, pp:3386-3404 [Journal]
  10. Damien Tessier, Marc Schoenauer, Christophe Biernacki, Gilles Celeux, Gérard Govaert
    Parameter Setting for Evolutionary Latent Class Clustering. [Citation Graph (0, 0)][DBLP]
    ISICA, 2007, pp:472-484 [Conf]

  11. Mixture Models for Classification. [Citation Graph (, )][DBLP]


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