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Zouhair Elamrani Abou Elassad
Zouhair Elamrani Abou Elassad
Professor of Computer Science, Cadi Ayyad University, Morocco
Verifisert e-postadresse på uca.ma
Tittel
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The application of machine learning techniques for driving behavior analysis: A conceptual framework and a systematic literature review
ZE Abou Elassad, H Mousannif, H Al Moatassime, A Karkouch
Engineering Applications of Artificial Intelligence 87, 103312, 2020
2062020
A real-time crash prediction fusion framework: An imbalance-aware strategy for collision avoidance systems
ZE Abou Elassad, H Mousannif, H Al Moatassime
Transportation research part C: emerging technologies 118, 102708, 2020
852020
Class-imbalanced crash prediction based on real-time traffic and weather data: A driving simulator study
Z Elamrani Abou Elassad, H Mousannif, H Al Moatassime
Traffic injury prevention 21 (3), 201-208, 2020
842020
A proactive decision support system for predicting traffic crash events: A critical analysis of imbalanced class distribution
ZE Abou Elassad, H Mousannif, H Al Moatassime
Knowledge-Based Systems 205, 106314, 2020
722020
Towards analyzing crash events for novice drivers under reduced-visibility settings: A simulator study
EAE Zouhair, H Mousannif, H Al Moatassime
Proceedings of the 3rd International Conference on Networking, Information …, 2020
182020
Understanding driving behavior: measurement, modeling and analysis
Z Elamrani Abou Elassad, H Mousannif
Advanced Intelligent Systems for Sustainable Development (AI2SD’2018) Volume …, 2019
172019
Efficient fusion decision system for predicting road crash events: a comparative simulator study for imbalance class handling
Z Elamrani Abou Elassad, M Ameksa, D Elamrani Abou Elassad, ...
Transportation research record 2678 (5), 789-811, 2024
142024
The application of machine learning techniques for smart irrigation systems: A systematic literature review
A Younes, ZE Abou Elassad, O El Meslouhi, DE Abou Elassad, EA Majid
Smart Agricultural Technology, 100425, 2024
82024
Does gender affect the identification of road crash occurrences? An overview and a comparative study
S El Ferouali, Z Elamrani Abou Elassad, A Abdali
Int. J. Comput. Eng. Data Sci 3 (1), 8-12, 2023
82023
Machine learning prediction of weather-induced road crash events for experienced and novice drivers: insights from a driving simulator study
Z Elamrani Abou Elassad, M Ameksa, D Elamrani Abou Elassad, ...
International Conference on Business Intelligence, 57-73, 2023
72023
Toward flexible data collection of driving behaviour
M Ameksa, H Mousannif, H Al Moatassime, Z Elamrani Abou Elassad
The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2020
72020
Imbalance-learning road crash assessment under reduced visibility settings: A proactive multicriteria decision-making system
Z Elamrani Abou Elassad, D Elamrani Abou Elassad, H Mousannif
Journal of Ambient Intelligence and Smart Environments, 1-26, 0
7*
Understanding the factors contributing to traffic accidents: survey and taxonomy
S El Ferouali, Z Elamrani Abou Elassad, A Abdali
The International Conference on Artificial Intelligence and Smart …, 2023
52023
Crash prediction using ensemble methods
M Ameksa, H Mousannif, H Al Moatassime, ZEA Elassad
Proceedings of the 2nd International Conference on Big Data, Modelling and …, 2021
52021
Application of machine learning techniques for driving errors analysis: systematic literature review
M Ameksa, H Mousannif, H Al Moatassime, Z Elamrani Abou Elassad
International Journal of Crashworthiness 29 (5), 785-793, 2024
42024
Predicting stroke events with a proactive fusion system: a comprehensive study on imbalance class handling in computational biomechanics
M Ameksa, Z Elamrani Abou Elassad, S Lamjadli, H Mousannif
Computer Methods in Biomechanics and Biomedical Engineering, 1-18, 2024
32024
RETRACTED: Predictive analysis for road accidents using a tree-based and deep learning fusion system
M Ameksa, Z Elamrani Abou Elassad, D Elamrani Abou Elassad, ...
Journal of Intelligent & Fuzzy Systems 46 (1), 2381-2397, 2024
32024
Towards a Smart Intelligent Fuzzy System in Assessing Traffic Crash Risks Among Female Teen Drivers: A Genetic Algorithm Approach Using Driving Simulator Research
S EL Ferouali, Z Elamrani Abou Elassad, A Abdali
International Conference on Intelligent and Fuzzy Systems, 602-609, 2024
12024
Optimizing Smart Home Energy Forecasting: Unveiling Superiority among RBFNN, ESN, and LSTM
B Mouad, ZE Abou Elassad, M AMEKSA, A El Boustani, OEL Meslouhi, ...
2024 4th International Conference on Innovative Research in Applied Science …, 2024
12024
An advanced accident avoidance system based on imbalance-control ensemble and deep learning fusion design
D Elamrani Abou Elassad, Z Elamrani Abou Elassad, AM Ed-dahbi, ...
Journal of Intelligent & Fuzzy Systems 46 (2), 3659-3676, 2024
12024
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