Towards analyzing crash events for novice drivers under reduced-visibility settings: A simulator study. - Zouhair Elamrani Abou Elassad; Hajar Mousannif; Hassan Al Moatassime (NISS, 2020)

The application of machine learning techniques for driving behavior analysis: A conceptual framework and a systematic literature review. - Zouhair Elamrani Abou Elassad; Hajar Mousannif; Hassan Al Moatassime; Aimad Karkouch (Eng. Appl. Artif. Intell., 2020)

A proactive decision support system for predicting traffic crash events: A critical analysis of imbalanced class distribution. - Zouhair Elamrani Abou Elassad; Hajar Mousannif; Hassan Al Moatassime (Knowl. Based Syst., 2020)

Machine Learning Prediction of Weather-Induced Road Crash Events for Experienced and Novice Drivers: Insights from a Driving Simulator Study. - Zouhair Elamrani Abou Elassad; Mohamed Ameksa; Dauha Elamrani Abou Elassad; Hajar Mousannif (CBI, 2023)

A non-intrusive multivariate analysis for monitoring inattentive driving based on physiological signals, driver inputs and visual features: A hybrid deep learning approach. - Dauha Elamrani Abou Elassad; Zouhair Elamrani Abou Elassad; Othmane El Meslouhi; Mohamed Ameksa; Hajar Mousannif; El Houssine El Mazoudi (WINCOM, 2023)

Attention Mechanisms vs. Frequency filters in Medical Image Segmentation: a Comparative Study. - Ismayl Labbihi; Othmane El Meslouhi; Mohamed Benaddy; Zouhair Elamrani Abou Elassad; Mustapha Kardouchi; Moulay Akhloufi (ICAAI, 2024)

Imbalance-learning road crash assessment under reduced visibility settings: A proactive multicriteria decision-making system. - Zouhair Elamrani Abou Elassad; Dauha Elamrani Abou Elassad; Hajar Mousannif (J. Ambient Intell. Smart Environ., 2024)

An advanced accident avoidance system based on imbalance-control ensemble and deep learning fusion design. - Dauha Elamrani Abou Elassad; Zouhair Elamrani Abou Elassad; Abdel Majid Ed-dahbi; Othmane El Meslouhi; Mustapha Kardouchi; Moulay Akhloufi (J. Intell. Fuzzy Syst., 2024)

From Baseline to Best Practice: An Advanced Feature Selection, Feature Resampling and Grid Search Techniques to Improve Injury Severity Prediction. - Soukaina el Ferouali; Zouhair Elamrani Abou Elassad; Sara Qassimi; Abdelmounaïm Abdali (Appl. Artif. Intell., 2025)