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 |
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 |
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 A Mohammed, EAE Zouhair, L Saad, M Hajar Computer Methods in Biomechanics and Biomedical Engineering, 1–18, 2024 | 2 | 2024 |
A comparison of datamining tools for geo-spatial estimation of visibility from AROME-Morocco model outputs in regression framework D Bari, M Ameksa, A Ouagabi 2020 IEEE International conference of Moroccan Geomatics (Morgeo), 1-7, 2020 | 2 | 2020 |
Optimizing Smart Home Energy Forecasting: Unveiling Superiority among RBFNN, ESN, and LSTM Mouad BHIH, Zouhair Elamrani Abou Elassad, Mohammed AMEKSA, Abdelhakim El ... 4th International Conference on Innovative Research in Applied Science …, 2024 | 1* | 2024 |
Deep Learning Prediction of Vehicle Lane Departure During Night-Times: A Synthetic Over-Sampling Framework with Enhanced Dimensionality Reduction D Elamrani Abou Elassad, Z Elamrani Abou Elassad, O El Meslouhi, ... International Conference on Connected Objects and Artificial Intelligence …, 2024 | | 2024 |
An Efficient Driver Monitoring: Road Crash and Driver Behavior Analysis M Ameksa, ZEA Elassad, H Mousannif 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 |