OUJAOURA Mustapha - Profil du chercheur

Informations du chercheur

Nom complet

OUJAOURA Mustapha

Grade

Spécialité

Mathématique-Informatique

Thématique de recherche

Computer apprentissage automatique et reconnaissance des formes, machine Learning et deep Learning, analyse et science des données, traitement d'informations et prise de décision, vision par ordinateur et intelligence artificielle, recherche et indexation d’images, annotation et traitement d'images, analyse et compréhension de la vidéo.

Laboratoire

Laboratoire de Mathématiques Informatiques et Système de Communication

Établissement

Ecole Nationale des Sciences Appliquées Safi

Ouvrages (1 au total)

"Intelligent Systems in Big Data, the Semantic Web, and Machine Learning", Advances in Intelligent Systems and Computing

Auteur: Mustapha OUJAOURA, Brahim MINAOUI

Année: 2021

Éditeur: Springer

Projets (1 au total)

Rationalisation de l'utilisation de l'eau agricole des couverts annuels et pérennes par télédétection Radar en méditerranée semi-aride

Type: Non spécifié

Début: 01/01/2020

Fin: 31/12/2022

Organisme financeur:

PHC Toubkal

Publications (13 au total)

Grouping K-Means Adjacent Regions for Semantic Image Annotation Using Bayesian Networks

Auteur: Mustapha Oujaoura, Rachid El Ayachi, Brahim Minaoui, Mohammed Fakir, Omar Bencharef

Revue: 2016 13th International Conference on Computer Graphics, Imaging and Visualization (CGiV)

Année: 2016

DOI: 10.1109/cgiv.2016.54

A semantic hybrid approach based on grouping adjacent regions and a combination of multiple descriptors and classifiers for automatic image annotation

Auteur: M. Oujaoura, B. Minaoui, M. Fakir

Revue: Pattern Recognition and Image Analysis

Année: 2016

DOI: 10.1134/s1054661816020140

Toward an Effective Combination of multiple Visual Features for Semantic Image Annotation

Auteur: Brahim MINAOUI, Mustapha OUJAOURA, Mohammed FAKIR, and Mohammed SAJIEDDINE

Revue: TELKOMNIKA Indonesian Journal of Electrical Engineering

Année: 2015

Data set for Tifinagh handwriting character recognition

Auteur: Omar Bencharef, Younes Chihab, Nouredine Mousaid, Mustapha Oujaoura

Revue: Data in Brief

Année: 2015

DOI: 10.1016/j.dib.2015.04.008

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Communications (25 au total)

Toward Lightweight IoC Extraction in IoT: The Role of Small Language Models

Manifestation: International Congress on Smart Agriculture and Sustainable Systems Engineering (IEEE SmartAgri&SuSY 2025)

Date: 2025-12-06

Organisation: Marrakech, Morocco

The Use of AI and Machine Learning in Sales Forecasting and Commercial Performance Optimization in the Asset Management Sector

Manifestation: International Conference on Machine Intelligence and Computer Science Applications (ICMICSA'2025)

Date: 2025-11-24

Organisation: Khouribga, Morocco

PQCmigrate: Automation Protocol for PQC Migration

Manifestation: 4th International Congress on Advanced Technologies ICAT'2025

Date: 2025-11-20

Organisation: Marrakech,Morocco

Privacy-Preserving 3D Face Recognition via Federated Learning and Synthetic Data Augmentation

Manifestation: 4th International Congress on Advanced Technologies ICAT'2025

Date: 2025-11-20

Organisation: Marrakech, Morocco

Robust Trajectory Prediction for Autonomous Vehicles via Small Object Detection and Attention-Enhanced YOLOv8

Manifestation: 4th International Congress on Advanced Technologies ICAT'2025

Date: 2025-11-20

Organisation: Marrakech, Morocco

A Hybrid Feature Selection Framework Using Genetic Algorithm and LASSO for Robust Deepfake Detection

Manifestation: International conference on Mathematics & Intelligent Systems in Industry (MISI'25)

Date: 2025-07-09

Organisation: Safi, Morocco

Comparative Analysis of Supervised Machine Learning Approaches for 3D Facial Recognition

Manifestation: International conference on Mathematics & Intelligent Systems in Industry (MISI'25)

Date: 2025-07-09

Organisation: Safi, Morocco

HumanActNet: A Deep Spatio-Temporal Learning Framework for Fine- Grained Human Motion Analysis and Interpretation

Manifestation: International conference on Mathematics & Intelligent Systems in Industry (MISI'25)

Date: 2025-07-09

Organisation: Safi, Morocco

Secure and Compliant Identity Management Using Blockchain, Cryptography, and Machine Learning

Manifestation: International conference on Mathematics & Intelligent Systems in Industry (MISI'25)

Date: 2025-07-09

Organisation: Safi, Morocco

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Thèses (2 au total)

Contribution à la reconnaissance faciale via l’apprentissage profond

Auteur: Abdelaali Benaiss

Directeur: Rachid EL AYACHI, Mustapha OUJAOURA, Mohamed BINIZ

Soutenance: 2025

Real-time Machine Learning Approaches for Automatic Violence Detection in Video surveillance

Auteur: Imane RAHIL

Directeur: Walid BOUARIFI, Mustapha OUJAOURA

Soutenance: 2024

Informations du chercheur

Nom complet

Grade

Spécialité

Thématique de recherche

Laboratoire

Établissement

Ouvrages (1 au total)

"Intelligent Systems in Big Data, the Semantic Web, and Machine Learning", Advances in Intelligent Systems and Computing

Projets (1 au total)

Rationalisation de l'utilisation de l'eau agricole des couverts annuels et p&eacute;rennes par t&eacute;l&eacute;d&eacute;tection Radar en m&eacute;diterran&eacute;e semi-aride

Publications (13 au total)

Grouping K-Means Adjacent Regions for Semantic Image Annotation Using Bayesian Networks

A semantic hybrid approach based on grouping adjacent regions and a combination of multiple descriptors and classifiers for automatic image annotation

Toward an Effective Combination of multiple Visual Features for Semantic Image Annotation

Data set for Tifinagh handwriting character recognition

Communications (25 au total)

Toward Lightweight IoC Extraction in IoT: The Role of Small Language Models

The Use of AI and Machine Learning in Sales Forecasting and Commercial Performance Optimization in the Asset Management Sector

PQCmigrate: Automation Protocol for PQC Migration

Privacy-Preserving 3D Face Recognition via Federated Learning and Synthetic Data Augmentation

Robust Trajectory Prediction for Autonomous Vehicles via Small Object Detection and Attention-Enhanced YOLOv8

A Hybrid Feature Selection Framework Using Genetic Algorithm and LASSO for Robust Deepfake Detection

Comparative Analysis of Supervised Machine Learning Approaches for 3D Facial Recognition

HumanActNet: A Deep Spatio-Temporal Learning Framework for Fine- Grained Human Motion Analysis and Interpretation

Secure and Compliant Identity Management Using Blockchain, Cryptography, and Machine Learning

Thèses (2 au total)

Contribution à la reconnaissance faciale via l’apprentissage profond

Real-time Machine Learning Approaches for Automatic Violence Detection in Video surveillance

Rationalisation de l'utilisation de l'eau agricole des couverts annuels et pérennes par télédétection Radar en méditerranée semi-aride