Greedy methods for simultaneous sparse approximation. - Leila Belmerhnia; El-Hadi Djermoune; David Brie (EUSIPCO, 2014)

Simultaneous regularized sparse approximation for wood wastes NIR spectra features selection. - Leila Belmerhnia; El-Hadi Djermoune; Cédric Carteret; David Brie (CAMSAP, 2015)

A regularized sparse approximation method for hyperspectral image classification. - Leila Belmerhnia; El-Hadi Djermoune; David Brie; Cédric Carteret (SSP, 2016)

Texture retrieval using mixtures of generalized Gaussian distribution and Cauchy-Schwarz divergence in wavelet domain. - Hassan Rami; Leila Belmerhnia; Ahmed Drissi El Maliani; Mohammed El Hassouni (Signal Process. Image Commun., 2016)

Approches parcimonieuses pour la sélection de variables et la classification: application à la spectroscopie IR de déchets de bois. (Sparse approaches for variables selection and classification: application to IR spectroscopy of wood wastes). - Leila Belmerhnia (2017)

Automating the labeling of industrial data: a challenge and an opportunity to boost the development of Condition-Based Monitoring in Industry 4.0. - Philippe Lepetit; Leila Belmerhnia; Flavien Peysson (ISM, 2024)