Fall detection using smart floor sensor and supervised learning. - Ludovic Minvielle; Mounir Atiq; Renan Serra; Mathilde Mougeot; Nicolas Vayatis (EMBC, 2017)

Transfer Learning on Decision Tree with Class Imbalance. - Ludovic Minvielle; Mounir Atiq; Sergio Peignier; Mathilde Mougeot (ICTAI, 2019)

Constrained prediction time random forests using equivalent trees and genetic programming: application to fall detection model embedding. - Mounir Atiq; Sergio Peignier; Mathilde Mougeot (ICTAI, 2021)

Elderly monitoring using decision trees under domain shifts and computational resource constraints. (Monitoring de personnes âgées basé sur des modèles d'arbres de décision en conditions de variation de domaines et de ressources computationnelles limitées). - Mounir Atiq (2022)

A Data Set for Fall Detection with Smart Floor Sensors. - Charles Truong; Mounir Atiq; Ludovic Minvielle; Renan Serra; Mathilde Mougeot; Nicolas Vayatis (Image Process. Line, 2023)