Logo UCA Logo UCA
Icon P.S.

Informations du chercheur

Nom complet

Elamrani Abou Elassad Zouhair

Grade

PH

Spécialité

Informatique

Thématique de recherche

Artificial Intelligence

Laboratoire

Laboratoire d’Informatique et de Systèmes Intelligents

Établissement

Ecole Nationale des Sciences Appliquées Safi

Ouvrages (0 au total)

Aucun ouvrage disponible.

Publications (17 au total)

QU-Net: Quantum-Enhanced U-Net for Self Supervised Embedding and Classification of Skin Cancer Images

Auteur: Khidhr Halab, Nabil Marzoug, Othmane El Meslouhi, Zouhair Elamrani Abou Elassad, Moulay A. Akhloufi

Revue: Big Data and Cognitive Computing

Année: 2025

DOI: https://doi.org/10.3390/bdcc10010012

Boosting Traffic Crash Prediction Performance with Ensemble Techniques and Hyperparameter Tuning

Auteur: Naima Goubraim, Zouhair Elamrani Abou Elassad, Hajar Mousannif, Mohamed Ameksa

Revue: Safety

Année: 2025

DOI: https://doi.org/10.3390/safety11040121

A hybrid GA-ANN machine learning with novel DBSTLink data balancing approach for driving action detection: solution to road crash prediction

Auteur: Nusrat Jahan, Zahereel Ishwar Abdul Khalib, Zouhair Elamrani Abou Elassad, Imran Mahmud, Rozmie Razif Othman

Revue: PeerJ Computer Science

Année: 2025

DOI: https://doi.org/10.7717/peerj-cs.3131

Hybrid 3d medical image segmentation using cnn and frequency transformer fusion

Auteur: Ismayl Labbihi, Othmane El Meslouhi, Zouhair Elamrani Abou Elassad, Mohamed Benaddy, Mustapha Kardouchi, Moulay Akhloufi

Revue: Arabian Journal for Science and Engineering

Année: 2025

DOI: https://doi.org/10.1007/s13369-024-09602-5

A human-in-the-loop ensemble fusion framework for road crash prediction: coping with imbalanced heterogeneous data from the driver-vehicle-environment system

Auteur: Dauha Elamrani Abou Elassad, Zouhair Elamrani Abou Elassad, Abdel Majid Ed-Dahbi, Othmane El Meslouhi, Mustapha Kardouchi, Moulay Akhloufi, Nusrat Jahan

Revue: Transportation Letters: The International Journal of Transportation Research

Année: 2025

DOI: https://doi.org/10.1080/19427867.2024.2392063

Predicting stroke events with a proactive fusion system: a comprehensive study on imbalance class handling in computational biomechanics

Auteur: Mohammed Ameksa, Zouhair Elamrani Abou Elassad, Saad Lamjadli, Hajar Mousannif

Revue: Computer Methods in Biomechanics and Biomedical Engineering

Année: 2025

DOI: 10.1080/10255842.2024.2363946

From Baseline to Best Practice: An Advanced Feature Selection, Feature Resampling and Grid Search Techniques to Improve Injury Severity Prediction

Auteur: Soukaina EL Ferouali, Zouhair Elamrani Abou Elassad, Sara Qassimi, Abdelmounaîm Abdali

Revue: Applied Artificial Intelligence

Année: 2025

DOI: 10.1080/08839514.2025.2452675

Imbalance-learning road crash assessment under reduced visibility settings: A proactive multicriteria decision-making system

Auteur: Zouhair Elamrani Abou Elassad, Dauha Elamrani Abou Elassad, Hajar Mousannif

Revue: Journal of Ambient Intelligence and Smart Environments

Année: 2024

DOI: 10.3233/AIS-230127

An advanced accident avoidance system based on imbalance-control ensemble and deep learning fusion design

Auteur: Dauha Elamrani Abou Elassad, Zouhair Elamrani Abou Elassad, Abdel Majid Ed-dahbi, Othmane El Meslouhi, Mustapha Kardouchi, Moulay Akhloufi

Revue: Journal of Intelligent & Fuzzy Systems

Année: 2024

DOI: 10.3233/JIFS-232446

Communications (18 au total)

Evaluating Naive Bayes Classifiers for Traffic Crash Prediction in Rome, Italy: A Comparative Examination

Manifestation: International Conference on Artificial Intelligence and its Applications in the Age of Digital Transformation

Date: 2024-04-23

Organisation: Nouakchott, Mauritania

Understanding the factors contributing to traffic accidents: survey and taxonomy

Manifestation: The International Conference on Artificial Intelligence and Smart Environment

Date: 2023-11-23

Organisation: Errachidia, Morocco

An Efficient Driver Monitoring: Road Crash and Driver Behavior Analysis

Manifestation: The International Conference on Artificial Intelligence and Smart Environment

Date: 2023-11-23

Organisation: Errachidia, Morocco

A non-intrusive multivariate analysis for monitoring inattentive driving based on physiological signals, driver inputs and visual features: A hybrid deep learning approach

Manifestation: 10th international conference on wireless networks and mobile communications (wincom)

Date: 2023-10-26

Organisation: Istanbul, Turkiye

Machine learning prediction of weather-induced road crash events for experienced and novice drivers: insights from a driving simulator study

Manifestation: International Conference on Business Intelligence

Date: 2023-07-19

Organisation: Istanbul, Türkiye

Crash prediction using ensemble methods

Manifestation: The 2nd International Conference on Big Data, Modelling and Machine Learning

Date: 2021-06-05

Organisation: Kenitra, Morocco

Towards Analyzing Crash Events for Novice Drivers under Reduced-Visibility Settings: A Simulator Study

Manifestation: Proceedings of the 3rd International Conference on Networking, Information Systems & Security

Date: 2020

Organisation: Marrakech

Toward flexible data collection of driving behaviour

Manifestation: The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences

Date: 2020

Organisation: Turkey

Understanding Driving Behavior: Measurement, Modeling and Analysis

Manifestation: International Conference on Advanced Intelligent Systems for Sustainable Development

Date: 2019

Organisation: Tanger