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)

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)