| 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 | 208 | 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 | 85 | 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 | 84 | 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 | 73 | 2020 |
| 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 | 18 | 2020 |
| Understanding driving behavior: measurement, modeling and analysis Z Elamrani Abou Elassad, H Mousannif Advanced Intelligent Systems for Sustainable Development (AI2SD’2018) Volume …, 2019 | 18 | 2019 |
| 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 | 14 | 2024 |
| 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 | 9 | 2024 |
| 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 | 8 | 2023 |
| 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 | 7 | 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 | 7 | 2020 |
| 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 | 5 | 2023 |
| 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 | 5 | 2021 |
| 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 | 4 | 2024 |
| 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 | 3 | 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 | 3 | 2024 |
| 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 | 3 | 2024 |
| 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 | 1 | 2024 |
| 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 | 1 | 2024 |
Hajar MousannifProfessor of Computer Science (Informatique), Cadi Ayyad University, MoroccoVerified email at uca.ac.ma