| 2013 | ESANN | Clustering the Vlib' origin-destinations flows by means of Poisson mixture models. | Andry Njato Randriamanamihaga, Etienne Cme, Latifa Oukhellou, Grard Govaert |
| 2013 | ICANN | Model-Based Clustering of Temporal Data. | Hani El Assaad, Allou Sam, Grard Govaert, Patrice Aknin |
| 2013 | IDA | Gaussian Topographic Co-clustering Model. | Rodolphe Priam, Mohamed Nadif, Grard Govaert |
| 2012 | ESANN | A generative model that learns Betti numbers from a data set. | Maxime Maillot, Michal Aupetit, Grard Govaert |
| 2012 | ICDM | An Approximation of the Integrated Classification Likelihood for the Latent Block Model. | Aurore Lomet, Grard Govaert, Yves Grandvalet |
| 2012 | ICML | An Efficient Approach to Sparse Linear Discriminant Analysis. | Luis Francisco Snchez Merchante, Yves Grandvalet, Grard Govaert |
| 2012 | ICMLA | Online Time Series Segmentation Using Temporal Mixture Models and Bayesian Model Selection. | Allou Sam, Grard Govaert |
| 2012 | ICPRAM | Nonlinear Mapping by Constrained Co-clustering. | Rodolphe Priam, Mohamed Nadif, Grard Govaert |
| 2011 | IJCNN | Model-based clustering with Hidden Markov Model regression for time series with regime changes. | Faicel Chamroukhi, Allou Sam, Patrice Aknin, Grard Govaert |
| 2010 | ICMLA | Model-Based Co-clustering for Continuous Data. | Mohamed Nadif, Grard Govaert |
| 2009 | ESANN | A regression model with a hidden logistic process for signal parametrization. | Faicel Chamroukhi, Allou Sam, Grard Govaert, Patrice Aknin |
| 2009 | IJCNN | A regression model with a hidden logistic process for feature extraction from time series. | Faicel Chamroukhi, Allou Sam, Grard Govaert, Patrice Aknin |
| 2007 | ESANN | Learning topology of a labeled data set with the supervised generative gaussian graph. | Pierre Gaillard, Michal Aupetit, Grard Govaert |
| 2005 | AICCSA | Block clustering via the block GEM and two-way EM algorithms. | Mohamed Nadif, Grard Govaert |
| 2005 | IDA | Block Clustering of Contingency Table and Mixture Model. | Mohamed Nadif, Grard Govaert |
| 2005 | IDA | A Mixture Model-Based On-line CEM Algorithm. | Allou Sam, Grard Govaert, Christophe Ambroise |
| 2004 | SMC | CEM algorithm for imprecise data. Application to flaw diagnosis using acoustic emission. | Hani Hamdan, Grard Govaert |
| 2003 | IDA | A Mixture Model Approach for Binned Data Clustering. | Allou Sam, Christophe Ambroise, Grard Govaert |