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IEEE/ACM Transactions on Computational Biology and Bioinformatics|May 2, 2009
Gene clustering via integrated Markov models combining individual and pairwise featuresMatthieu Vignes, Florence ForbesBioinformatics (Oxford, England)|February 8, 2011
SpaCEM3: a software for biological module detection when data is incomplete, high dimensional and dependentMatthieu Vignes, Juliette Blanchet, Damien Leroux, et al.Journal of Computational Biology : a Journal of Computational Molecular Cell Biology|March 4, 2009
A model-based approach to gene clustering with missing observation reconstruction in a Markov random field frameworkJuliette Blanchet, Matthieu VignesMethods in Molecular Biology (Clifton, N.J.)|December 15, 2018
Causal Queries from Observational Data in Biological Systems via Bayesian Networks: An Empirical Study in Small NetworksAlex White, Matthieu VignesJournal of Theoretical Biology|June 27, 2012
An algorithm for the simulation of the growth of root systems on deformable domainsLionel Xavier Dupuy, Matthieu VignesMethods in Molecular Biology (Clifton, N.J.)|December 15, 2018
Gene Regulatory Networks: A Primer in Biological Processes and Statistical ModellingOlivia Angelin-Bonnet, Patrick J Biggs, Matthieu VignesAnimals : an Open Access Journal From MDPI|August 27, 2021
Identifying Health Status in Grazing Dairy Cows from Milk Mid-Infrared Spectroscopy by Using Machine Learning MethodsBrenda Contla Hernández, Nicolas Lopez-Villalobos, Matthieu VignesIEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society|March 16, 2007
Combining Monte Carlo and mean-field-like methods for inference in hidden Markov random fieldsFlorence Forbes, Gersende FortIEEE Transactions on Pattern Analysis and Machine Intelligence|April 19, 2008
Triplet markov fields for the classification of complex structure dataJuliette Blanchet, Florence ForbesMedical Image Computing and Computer-Assisted Intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention|October 22, 2014
Partial volume estimation in brain MRI revisitedAlexis Roche, Florence Forbes, Pageof 6