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Informations du chercheur

Nom complet

Elamrani Abou Elassad Zouhair

Grade

PA

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 (12 au total)

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

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: 2024

DOI: 10.1080/10255842.2024.2363946

Efficient fusion decision system for predicting road crash events: a comparative simulator study for imbalance class handling

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

Revue: Transportation research record

Année: 2024

DOI: 10.1177/03611981231192985

Application of machine learning techniques for driving errors analysis: systematic literature review

Auteur: Mohammed Ameksa, Hajar Mousannif, Hassan Al Moatassime, Zouhair Elamrani Abou Elassad

Revue: International Journal of Crashworthiness

Année: 2024

DOI: 10.1080/13588265.2023.2301146

The application of machine learning techniques for smart irrigation systems: A systematic literature review

Auteur: Abiadi Younes, Zouhair Elamrani Abou Elassad, Othmane El Meslouhi, Dauha Elamrani Abou Elassad, Ed-dahbi Abdel Majid

Revue: Smart Agricultural Technology

Année: 2024

DOI: 10.1016/j.atech.2024.100425

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

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

Does gender affect the identification of road crash occurrences? An Overview and a comparative study

Auteur: Soukaina EL FEROUALI, Zouhair Elamrani Abou Elassad, Abdelmounaîm ABDALI

Revue: International Journal of Computer Engineering and Data Science

Année: 2023

Class-imbalanced crash prediction based on real-time traffic and weather data: A driving simulator study

Auteur: Zouhair Elamrani Abou Elassad, Hajar Mousannif, HassanAl Moatassime

Revue: Traffic Injury Prevention

Année: 2020

DOI: https://doi.org/10.1080/15389588.2020.1723794

Communications (17 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

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

Soukaina EL Ferouali, Zouhair Elamrani Abou Elassad, Abdelmounaîm Abdali

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

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