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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)

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

The application of machine learning techniques for driving behavior analysis : A conceptual framework and a systematic literature review ✩

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

Revue: Engineering Applications of Artificial Intelligence

Année: 2020

DOI: https://doi.org/10.1016/j.engappai.2019.103312

A real-time crash prediction fusion framework: An imbalance-aware strategy for collision avoidance systems

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

Revue: Transportation Research Part C: Emerging Technologies

Année: 2020

DOI: https://doi.org/10.1016/j.trc.2020.102708

A proactive decision support system for predicting traffic crash events: A critical analysis of imbalanced class distribution

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

Revue: Knowledge-Based Systems

Année: 2020

DOI: https://doi.org/10.1016/j.knosys.2020.106314

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