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Informations du chercheur

Nom complet

ABDALI Abdelmounaîm

Grade

PES

Spécialité

Informatique

Thématique de recherche

Intélligence Artificielle, Deep learning, Energie renouvlable,...

Laboratoire

Laboratoire de mathématiques, intelligence artificielle et technologies durables

Établissement

Non spécifié

Projets (0 au total)

Aucun projet disponible.

Publications (19 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, Abdelmounaim Abdali

Revue: Applied Artificial Intelligence

Année: 2025

DOI: https://doi.org/10.1080/08839514.2025.2452675

Enhancing stress detection in wearable IoT devices using federated learning and LSTM based hybrid model

Auteur: Naoual Mouhni1, Ibtissam Amalou,, Sana Chakri,Mohamedou Cheikh Tourad, Mohamed Chakraoui, Abdelmounaim Abdali

Revue: Indonesian Journal of Electrical Engineering and Computer Science

Année: 2024

DOI: DOI: 10.11591/ijeecs.v36.i2.pp1301-1308

DeepSL: Deep Neural Network-based Similarity Learning

Auteur: Mohamedou El Ghotob Cheikh Tourad, Abdali Abdelmounaim,Mohamed Dhleima, Mohamed Lachgar

Revue: International Journal of Advanced Computer Science and Applications (IJACSA)

Année: 2024

DOI: 10.14569/IJACSA.2024.01503136

Kernel Function Selection for FISVDD Applied to Outliers Detection Application for Energy Time Series Datasets

Auteur: Ibtissam Amalou, Naoual Mouhni, Abdali Abdelmounaim

Revue: Electric Power Components and Systems

Année: 2024

DOI: 10.1080/15325008.2024.2350058

Multivariate time series prediction by RNN architectures for energy consumption forecasting

Auteur: Ibtissam Amalou, Naoual Mouhni, Abdali Abdelmounaim

Revue: Energy Reports

Année: 2022

DOI: 10.1016/j.egyr.2022.07.139

Federated Learning for Medical Imaging: An Updated State of the Art

Auteur: Naoual Mouhni, Abderrafiaa Elkalay, Mohamed Chakraoui, Abdelmounaim Abdali, Abdelkarim Ammoumou, Ibtissam Amalou

Revue: Ingénierie des Systèmes d’Information

Année: 2022

DOI: 10.18280/isi.270117

Dynamic composition components based on machine learning: architecture design and process

Auteur: Younes Zouani, Abdali Abdelmounaim, Charaf Eddine Ait Zaouiat

Revue: Indonesian Journal of Electrical Engineering and Computer Science

Année: 2021

DOI: 10.11591/ijeecs.v22.i2.pp1135-1143

A New Ranked-Key Structure for Intelligent Pub-Sub Systems in Large Scale

Auteur: Mohamedou Cheikh Tourad , Abdelmounaim ABDALI

Revue: International Journal of Engineering and Advanced Technology

Année: 2019

A Comparative Analysis of Well-known Drop and Buffer Management Policies in Delay Tolerant Networks

Auteur: Youssef Harrati and Abdelmounaïm Abdali

Revue: Journal of Communications

Année: 2019

Communications (25 au total)

CNN-LSTM architectures for non-stationary time series: decomposition approach

Manifestation: International Conference on Global Aeronautical Engineering and Satellite Technology (GAST)At: Marrakesh, Morocco

Date: 2024

Organisation: Marrakech

Learning Models for Wearable-Based Stress Detection: A comparative Analysis (Federated, Centralized, and Individual

Manifestation: i2compsapp

Date: 2024

Organisation: Nouakchott

Understanding the Factors Contributing to Traffic Accidents: Survey and Taxonomy”

Manifestation: In Artificial Intelligence, Data Science and Applications. The Interna- tional Conference on Artificial Intelligence and Smart Environment(ICAISE )

Date: 2024

Organisation: Errachidia

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

Manifestation: i2compsapp

Date: 2024

Organisation: Nouakchott

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

Manifestation: The International Conference on Intelligent and Fuzzy Systems (INFUS 2024)

Date: 2024

Organisation: Turquie

Using Machine Learning and Weather Data to Forecast Photovoltaic Panel Power Output

Manifestation: ISSAI'23

Date: 2023

Organisation: Marrakech

Kernel bandwidth selection in Fast Incremental SVDD for outliers detection

Manifestation: ISSAI'23

Date: 2023

Organisation: Marrakech

Energy consumption Forecasting using machine learning and artificial intelligence

Manifestation: The National Conference on Artificial Intelligence and its Applications (NCA2IA'22)

Date: 2022

Organisation: El jadida

Generating Android Graphical User Interfaces using an MDA Approach

Manifestation: 3rd IEEE International Colloquium in Information Science and Technology (CIST

Date: 2017-10-22

Organisation: Tetuan, Maroc