Grouping Levels of Exposure with Same Observable Effects before Class Prediction in Toxicogenomics. - Vincent Guillemot; Cathy Philippe; Arthur Tenenhaus; Jérôme Rollin; Xavier Gidrol; Vincent Frouin (BIOTECHNO, 2008)

Evolutionary approaches for the reverse-engineering of gene regulatory networks: A study on a biologically realistic dataset. - Cédric Auliac; Vincent Frouin; Xavier Gidrol; Florence d'Alché-Buc (BMC Bioinform., 2008)

Gene Association Networks from Microarray Data Using a Regularized Estimation of Partial Correlation Based on PLS Regression. - Arthur Tenenhaus; Vincent Guillemot; Xavier Gidrol; Vincent Frouin (IEEE ACM Trans. Comput. Biol. Bioinform., 2010)

Detection of genes with differential expression dispersion unravels the role of autophagy in cancer progression. - Christophe Le Priol; Chloé-Agathe Azencott; Xavier Gidrol (PLoS Comput. Biol., 2023)