| 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 | 160 | 2020 |
| 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 | 64 | 2020 |
| 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 | 61 | 2020 |
| 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 | 51 | 2020 |
| Understanding driving behavior: measurement, modeling and analysis Z Elamrani Abou Elassad, H Mousannif Advanced Intelligent Systems for Sustainable Development (AI2SD’2018) Volume …, 2019 | 14 | 2019 |
| 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 | 11 | 2020 |
| 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, 03611981231192985, 2023 | 6 | 2023 |
| 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 | 5 | 2020 |
| 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 | 4 | 2023 |
| Crash prediction using ensemble methods M Ameksa, H Mousannif, H Al Moatassime, Z Elamrani Abou Elassad Proceedings of the 2nd International Conference on Big Data, Modelling and …, 2021 | 3 | 2021 |
| Does gender affect the identification of road crash occurrences? An Overview and a comparative study S EL FEROUALI, A ABDALI International Journal of Computer Engineering and Data Science (IJCEDS) 3 (1 …, 2023 | 1 | 2023 |
| 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 | | 2024 |
| 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, 1-9, 2024 | | 2024 |
| 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, 1-18, 2024 | | 2024 |
| 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 | | 2023 |
| A non-intrusive multivariate analysis for monitoring inattentive driving based on physiological signals, driver inputs and visual features: A hybrid deep learning approach DE Abou Elassad, ZE Abou Elassad, O El Meslouhi, M Ameksa, ... 2023 10th International Conference on Wireless Networks and Mobile …, 2023 | | 2023 |
| Application of machine learning techniques for driving errors analysis: systematic literature M Ameksa, H Mousannif, H Al Moatassime, ZE Abou Elassad | | |
| 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, 1-17, 0 | | |
| 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 | | |
| The Application of Machine Learning Techniques for Smart Irrigation Systems: A Systematic Literature Review Y ABIADI, Z Elamrani Abou Elassad, O El Meslouhi, ... Available at SSRN 4615108, 0 | | |
