Optimization on the Orthogonal Group for Independent Component Analysis. - Michel Journée; Pierre-Antoine Absil; Rodolphe Sepulchre (ICA, 2007)

Geometric Optimization Methods for Independent Component Analysis Applied on Gene Expression Data. - Michel Journée; Andrew E. Teschendorff; Pierre-Antoine Absil; Rodolphe Sepulchre (ICASSP (4), 2007)

Elucidating the Altered Transcriptional Programs in Breast Cancer using Independent Component Analysis. - Andrew E. Teschendorff; Michel Journée; Pierre-Antoine Absil; Rodolphe Sepulchre; Carlos Caldas (PLoS Comput. Biol., 2007)

Generalized Power Method for Sparse Principal Component Analysis. - Michel Journée; Yurii E. Nesterov; Peter Richtárik; Rodolphe Sepulchre (J. Mach. Learn. Res., 2010)

Low-Rank Optimization on the Cone of Positive Semidefinite Matrices. - Michel Journée; Francis R. Bach; Pierre-Antoine Absil; Rodolphe Sepulchre (SIAM J. Optim., 2010)

The Agromet Project: A Virtual Weather Station Network for Agricultural Decision Support Systems in Wallonia, South of Belgium. - Damien Rosillon; Jean Pierre Huart; Thomas Goossens; Michel Journée; Viviane Planchon (ADHOC-NOW, 2019)

Gap filling in air temperature series by matrix completion methods. - Benoît Loucheur; Pierre-Antoine Absil; Michel Journée (ESANN, 2022)

Graph-Based Matrix Completion Applied to Weather Data. - Benoît Loucheur; Pierre-Antoine Absil; Michel Journée (EUSIPCO, 2023)

Near real-time spatial interpolation of hourly air temperature and humidity for agricultural decision support systems. - Damien Rosillon; Alban Jago; Jean Pierre Huart; Patrick Bogaert; Michel Journée; Sébastien Dandrifosse; Viviane Planchon (Comput. Electron. Agric., 2024)