Real Time Traffic Light Detection and Classification using Deep Learning. - Zakaria Ennahhal; Ismail Berrada; Khalid Fardousse (WINCOM, 2019)

Predicting Driver Lane Change Maneuvers Using Driver's Face. - Abdellatif Moussaid; Ismail Berrada; Mohamed El-Kamili; Khalid Fardousse (WINCOM, 2019)

ATTICA: A Dataset for Arabic Text-Based Traffic Panels Detection. - Kaoutar Sefrioui Boujemaa; Mohammed Akallouch; Ismail Berrada; Khalid Fardousse; Afaf Bouhoute (IEEE Access, 2021)

NIFL: A Statistical Measures-Based Method for Client Selection in Federated Learning. - Mohamed M'Haouach; Anass Houdou; Hamza Alami; Khalid Fardousse; Ismail Berrada (IEEE Access, 2022)

Prediction and Privacy Scheme for Traffic Flow Estimation on the Highway Road Network. - Mohammed Akallouch; Oussama Akallouch; Khalid Fardousse; Afaf Bouhoute; Ismail Berrada (Inf., 2022)

ASAYAR: A Dataset for Arabic-Latin Scene Text Localization in Highway Traffic Panels. - Mohammed Akallouch; Kaoutar Sefrioui Boujemaa; Afaf Bouhoute; Khalid Fardousse; Ismail Berrada (IEEE Trans. Intell. Transp. Syst., 2022)

Toward Road Safety Recommender Systems: Formal Concepts and Technical Basics. - Kaoutar Sefrioui Boujemaa; Ismail Berrada; Khalid Fardousse; Othmane Naggar; François Bourzeix (IEEE Trans. Intell. Transp. Syst., 2022)

Towards a Question/Answering System in Moroccan Legal Domain: data preparation and question classification phase using ML approaches. - Oussama Tahtah; Yassine Akhiat; Ahmed Zinedine; Khalid Fardousse (CiSt, 2023)

Exploring the Risk Factors Influencing the Road Accident Severity: Prediction with Explanation. - Mohammed Akallouch; Khalid Fardousse; Afaf Bouhoute; Ismail Berrada (IWCMC, 2023)

CT-xCOV: a CT-scan based Explainable Framework for COVid-19 diagnosis. - Ismail Elbouknify; Afaf Bouhoute; Khalid Fardousse; Ismail Berrada; Abdelmajid Badri (WINCOM, 2023)

Benchmarking Client Selection Methods in Non-IID Federated Learning Scenarios. - Mohamed M'Haouach; Mouad Choukhairi; Khalid Fardousse (WINCOM, 2023)

Adaptive Traffic Lights Control System Using Deep Q-Network and Salp Swarm Optimization. - Khalid Khalid; Anas Bouayad; Khalid Fardousse (IEEE Access, 2025)