Uncovering Linguistic Patterns: Exploring Ensemble Learning and Low-Level Features for Identifying Spoken Arabic, English, Spanish, and German. - Skander Hamdi; Abdelouahab Moussaoui; Mafaza Chabane; Ayoub Laouarem; Mohamed Berrimi; Mourad Oussalah 002 (PAIS, 2023)

SECA-Net: A Lightweight Spatial and Efficient Channel Attention for Enhanced Natural Disaster Recognition. - Skander Hamdi; Abdelouahab Moussaoui; Mafaza Chabane; Ayoub Laouarem; Mohamed Berrimi; Mourad Oussalah 002 (ICT-DM, 2024)

HTC-retina: A hybrid retinal diseases classification model using transformer-Convolutional Neural Network from optical coherence tomography images. - Ayoub Laouarem; Chafia Kara-Mohamed; El-Bay Bourennane; Aboubekeur Hamdi-Cherif (Comput. Biol. Medicine, 2024)

JILDYA-Net: An Efficient Lightweight Multi-Class Classification Architecture for Skin Lesions. - Ayoub Laouarem; Chafia Kara-Mohamed; El-Bay Bourennane; Aboubekeur Hamdi-Cherif (Int. J. Imaging Syst. Technol., 2025)