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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)

Quantifying Uncertainty in Energy Demand Forecasts: A Probabilistic Modeling Approach

Manifestation: The 5th International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)

Date: 2025-05-15

Organisation: Fez, Morocco

Advanced Tree-Based Ensemble Learning System for Prediction Accident Severity with Imbalanced Data Handling

Manifestation: The 4th International Conference on Advances in Communication Technology and Computer Engineering (ICACTCE’24)

Date: 2024-11-29

Organisation: Marrakech, Morocco

Attention Mechanisms vs. Frequency filters in Medical Image Segmentation: a Comparative Study

Manifestation: The 8th International Conference on Advances in Artificial Intelligence

Date: 2024-10-17

Organisation: London, United Kingdom

Towards a Smart Intelligent Fuzzy System in Assessing Traffic Crash Risks Among Female Teen Drivers: A Genetic Algorithm Approach Using Driving Simulator Research

Manifestation: International Conference on Intelligent and Fuzzy Systems

Date: 2024-07-16

Organisation: Canakkale, Türkiye

Optimizing Smart Home Energy Forecasting: Unveiling Superiority among RBFNN, ESN, and LSTM

Manifestation: 4th International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)

Date: 2024-05-16

Organisation: Fez, Morocco

Unlocking the Future: A Decade of Insights into Short-Term Stock Market Trends with Machine Learning and the S&P 500 Index

Manifestation: 4th International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)

Date: 2024-05-16

Organisation: Fez, Morocco

Improving cardiovascular disease prediction: An optimized tree-based strategy using SMOTE

Manifestation: 4th International Conference on Innovative Research in Applied Science, Engineering and Technology (IRASET)

Date: 2024-05-16

Organisation: Fez, Morocco

Smart Data Simplification: A Comprehensive Feature Selection Framework for High-Dimensional Datasets

Manifestation: International Conference on Connected Objects and Artificial Intelligence

Date: 2024-05-08

Organisation: Casablanca, Morocco

Deep Learning Prediction of Vehicle Lane Departure During Night-Times: A Synthetic Over-Sampling Framework with Enhanced Dimensionality Reduction

Manifestation: International Conference on Connected Objects and Artificial Intelligence

Date: 2024-05-08

Organisation: Casablanca, Morocco