Predicting Carcinogenicity of Polycyclic Aromatic Hydrocarbons from Back-Propagation Neural Network. - Didier Villemin; Driss Cherqaoui; Abdelhalim Mesbah (J. Chem. Inf. Comput. Sci., 1994)

Neural Networks: Accurate Nonlinear QSAR Model for HEPT Derivatives. - Latifa Douali; Didier Villemin; Driss Cherqaoui (J. Chem. Inf. Comput. Sci., 2003)

Molecular modeling: Application of Support Vector Machines and Decision trees for anti-HIV activity prediction of organic compounds. - Imane Bjij; Ismail Hdoufane; Abdellah Jarid; Driss Cherqaoui; Didier Villemin (ICMCS, 2016)