Class-Imbalanced Dynamic Feature Selection for Dropout Prediction in Virtual Learning Environments. - Ikram Gagaoua; Chahrazed Labba; Armelle Brun (KES, 2025)

A Frugal Model for Accurate Early Student Failure Prediction. - Ikram Gagaoua; Armelle Brun; Anne Boyer (CoRR, 2025)

Modélisation prédictive dans les environnements éducatifs : vers des approches fiables et adaptatives. (Predictive Modeling in Educational Environments : Towards Reliable and Adaptive Approaches). - Ikram Gagaoua (2026)