Network Regularization in Imaging Genetics Improves Prediction Performances and Model Interpretability on Alzheimer's Disease. - Nicolas Guigui; Cathy Philippe; Arnaud Gloaguen; Slim Karkar; Vincent Guillemot; Tommy Löfstedt; Vincent Frouin (ISBI, 2019)

Multivariate Haplotype Analysis Of 96 Sulci Opening For 15, 612 UK-Biobank Sujects. - Slim Karkar; Arnaud Gloaguen; Yann Le Guen; Morgane Pierre-Jean; Claire Dandine-Roulland; Edith Le Floch; Cathy Philippe; Arthur Tenenhaus; Vincent Frouin (ISBI, 2019)

Integrating multiomics and prior knowledge: a study of the Graphnet penalty impact. - Hamza Chegraoui; Vincent Guillemot; Amine Rebei; Arnaud Gloaguen; Jacques Grill; Cathy Philippe; Vincent Frouin (Bioinform., 2023)

Tensor generalized canonical correlation analysis. - Fabien Girka; Arnaud Gloaguen; Laurent Le Brusquet; Violetta Zujovic; Arthur Tenenhaus (Inf. Fusion, 2024)

Sparse factor analysis for categorical data with the group-sparse generalized singular value decomposition. - Ju-Chi Yu; Julie Le Borgne; Anjali Krishnan; Arnaud Gloaguen; Cheng-Ta Yang; Laura A. Rabin; Hervé Abdi; Vincent Guillemot (Comput. Stat. Data Anal., 2025)