Zouhair Elamrani Abou Elassad

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 8

Top Topics

Machine Learning

Decision Support

Visual Features

Top Venues

J. Intell. Fuzzy Syst.

J. Ambient Intell. Smart Environ.

Publications

Dauha Elamrani Abou Elassad, Zouhair Elamrani Abou Elassad, Abdel Majid Ed-dahbi, Othmane El Meslouhi, Mustapha Kardouchi, Moulay Akhloufi
An advanced accident avoidance system based on imbalance-control ensemble and deep learning fusion design. J. Intell. Fuzzy Syst. 46 (2) (2024)
Zouhair Elamrani Abou Elassad, Dauha Elamrani Abou Elassad, Hajar Mousannif
Imbalance-learning road crash assessment under reduced visibility settings: A proactive multicriteria decision-making system. J. Ambient Intell. Smart Environ. 16 (2) (2024)
Mohamed Ameksa, Zouhair Elamrani Abou Elassad, Dauha Elamrani Abou Elassad, Hajar Mousannif
Predictive analysis for road accidents using a tree-based and deep learning fusion system. J. Intell. Fuzzy Syst. 46 (1) (2024)
Zouhair Elamrani Abou Elassad, Mohamed Ameksa, Dauha Elamrani Abou Elassad, Hajar Mousannif
Machine Learning Prediction of Weather-Induced Road Crash Events for Experienced and Novice Drivers: Insights from a Driving Simulator Study. CBI (2023)
Dauha Elamrani Abou Elassad, Zouhair Elamrani Abou Elassad, Othmane El Meslouhi, Mohamed Ameksa, Hajar Mousannif, El Houssine El Mazoudi
A non-intrusive multivariate analysis for monitoring inattentive driving based on physiological signals, driver inputs and visual features: A hybrid deep learning approach. WINCOM (2023)
Zouhair Elamrani Abou Elassad, Hajar Mousannif, Hassan Al Moatassime, Aimad Karkouch
The application of machine learning techniques for driving behavior analysis: A conceptual framework and a systematic literature review. Eng. Appl. Artif. Intell. 87 (2020)
Zouhair Elamrani Abou Elassad, Hajar Mousannif, Hassan Al Moatassime
A proactive decision support system for predicting traffic crash events: A critical analysis of imbalanced class distribution. Knowl. Based Syst. 205 (2020)
Zouhair Elamrani Abou Elassad, Hajar Mousannif, Hassan Al Moatassime
Towards analyzing crash events for novice drivers under reduced-visibility settings: A simulator study. NISS (2020)