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Informations du chercheur

Nom complet

EL BACHARI Essaid

Grade

PES

Spécialité

Informatique

Thématique de recherche

AI-powered for Intelligent Systems and Smart Applications

Laboratoire

Laboratoire d’Informatique et de Systèmes Intelligents

Établissement

Faculté des Sciences Semlalia Marrakech

Publications (21 au total)

Multi-modal graph neural networks for cross-domain educational recommendation: integrating behavioral analytics and institutional context for personalized learning

Auteur: Ismail Chetoui, Essaid El Bachari, Mohamed El Adnani

Revue: Smart Learning Environments

Année: 2026

DOI: 10.1186/s40561-026-00452-2

Personalized learning recommendations based on graph neural networks

Auteur: Ismail Chetoui, Essaid El Bachari

Revue: International Journal of Electrical and Computer Engineering (IJECE)

Année: 2025

DOI: 10.11591/ijece.v15i3.pp3246-3256

Anomaly detection in graph databases using graph neural networks: Identifying unusual patterns in graphs

Auteur: Ismail Chetoui, Essaid El Bachari, Mohamed El Adnani, Mohamed Ouhssini

Revue: Egyptian Informatics Journal

Année: 2025

DOI: 10.1016/j.eij.2025.100735

Creating Semantic Learner Groups in Distance Education Using the GraphSAGE approach

Auteur: Ismail Chetoui, Essaid El Bachari, Yassine Ait Lahcen

Revue: E3S Web

Année: 2025

DOI: 10.1051/e3sconf/202560100096

Innovative predictive maintenance for mining grinding mills: from LSTM-based vibration forecasting to pixel-based MFCC image and CNN

Auteur: Ayoub Rihi, Salah Baïna, Fatima-Zahra Mhada, Essaid El Bachari

Revue: The International Journal of Advanced Manufacturing Technology

Année: 2024

DOI: https://doi.org/10.1007/s00170-024-14588-3

Graph Neural Networks to Improve Knowledge Graph Embedding: A Survey

Auteur: Ismail Chetoui, Essaid El Bachari, Mohammed El Adnani, Abdelwahed El Hassan

Revue: Lecture Notes in Networks and Systems

Année: 2023

DOI: 10.1007/978-3-031-26384-2_2

Predictive maintenance in mining industry: grinding mill case study

Auteur: Ayoub Rihi, Salah Baïna, Fatima-zahra Mhada, Essaid Elbachari, Hicham Tagemouati, Mhamed Guerboub, Intissar Benzakour

Revue: Procedia Computer Science

Année: 2022

DOI: 10.1016/j.procs.2022.09.306

A Big-Data Oriented Recommendation Method in E-learning Environment

Auteur: Outmane Bourkoukou, Essaid El Bachari

Revue: International Journal of Emerging Technologies in Learning (iJET)

Année: 2022

DOI: 10.3991/ijet.v17i10.27861

Recommendation method based on learner profile and demonstrated knowledge

Auteur: Outmane Bourkoukou, Essaid El Bachari, Mohamed Lachgar

Revue: Indonesian Journal of Electrical Engineering and Computer Science

Année: 2022

DOI: 10.11591/ijeecs.v26.i3.pp1634-1642

Communications (18 au total)

Smart Tutoring Systems in Education 4.0: A Systematic Review

Manifestation: 2025 International Conference on Intelligent Systems: Theories and Applications (SITA)

Date: 2025-10-20

Organisation: Rabat, Morocco

Creating Semantic Learner Groups in Distance Education Using the GraphSAGE approach

Manifestation: International Conference on Energy and Green Computing 2024

Date: 2024-10-11

Organisation: Meknes

A new approach for real time violence detection in surveillance video using deeplearning

Manifestation: International Conference on Energy, Water, Advancements and Visions

Date: 2024-10-11

Organisation: Marrakech

A new approach for real time violence detection in surveillance video using deeplearning

Manifestation: International Conference on Energy, Water, Advancements and Visions

Date: 2024-10-11

Organisation: Marrakech

Establishing a new Semantic Learner Groups approach in Distance Education

Manifestation: International Conference on Energy, Water, Advancements and Visions

Date: 2024-07-13

Organisation: Marrakech

Design Analysis and Generation of Islamic Patterns Using Artificial Intelligence

Manifestation: International Conference on Global Aeronautical Engineering and Satellite Technology (GAST)

Date: 2024

Organisation: Marrakesh, Morocco

Graph Neural Networks to improve Knowledge: A survey

Manifestation: International Conference on Advanced Intelligent Systems for Sustainable Development

Date: 2023

Organisation: Rabat, Maroc

Course recommendation model based on Knowledge Graph Embedding

Manifestation: SITIS 2022 16TH INTERNATIONAL CONFERENCE ON SIGNAL IMAGE TECHNOLOGY & INTERNET BASED SYSTEMS

Date: 2022-10-19

Organisation: Dijon France

Graph Neural Networks to improve Knowledge Graph Embedding: A survey

Manifestation: Advanced Intelligent Systems for Sustainable Development (AI2SD'2022)

Date: 2022-07-22

Organisation: Rabat -Morocco at Mohammed V University, National School of Arts and Management of Rabat