Foot-to-Ground Phases Detection: A Comparison of Data Representation Formatting Methods with Respect to Adaption of Deep Learning Architectures. - Youness El Marhraoui; Hamdi Amroun; Mehdi Boukallel; Margarita Anastassova; Sylvie Lamy; Stéphane Bouilland; Mehdi Ammi (Comput., 2022)

CNN-Based Self-Attention Weight Extraction for Fall Event Prediction Using Balance Test Score. - Youness El Marhraoui; Stéphane Bouilland; Mehdi Boukallel; Margarita Anastassova; Mehdi Ammi (Sensors, 2023)

Dual-Stage Attention-Based Model for Rehabilitation Activity Recognition Using Data From Wearable Sensors. - Youness El Marhraoui; Oumaïma Bounhar; Mehdi Boukallel; Margarita Anastassova; Stéphane Bouilland; Mehdi Ammi (IEEE Internet Things J., 2025)