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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)

A Multi-agent System and Machine Learning Algorithm for Building collaborative learning groups

Manifestation: ISIVC'22: 2022 11th International Symposium on Signal, Image, Video and Communications

Date: 2022-04-03

Organisation: El Jadida, Morocco

Building Effective Collaborative Groups in E-Learning Environment

Manifestation: 2nd International Conference on Advanced Intelligent Systems for Sustainable Development, AI2SD 2019; Marrakech; Morocco; 8 July 2019 through 11 July 2019;

Date: 2019-78

Organisation: Marrakech, Morocco

MRI Brain Images Classification Using Convolutional Neural Networks

Manifestation: 2nd International Conference on Advanced Intelligent Systems for Sustainable Development, AI2SD 2019; Marrakech; Morocco; 8 July 2019 through 11 July 2019;

Date: 2019-7-8

Organisation: Marrakech, Morocco

MRI brain images compression and classification using different classes of neural networks

Manifestation: 9th International Conference on New Trends in Model and Data Engineering, MEDI 2019; Toulouse; France; 28 October 2019 through 31 October 2019;

Date: 2019-10-31

Organisation: Toulouse, France

New method to improve content based image retrieval

Manifestation: International Conference of Computer Science and Renewable Energgies (ICCSRE'2018)-, November 22-24

Date: 2018-01-01

Organisation: Ouarzazate, Morroco

Modélisation géo-intégrée 3D et mathématique des amas sulfurés de la province hercynienne marocaine, Maroc. Apport à l’exploitation et l’exploration minière

Manifestation: Les Journées Géologiques du Maroc,

Date: 2016-10-12

Organisation: Rabat, Maroc

A new representation for 3D objects: Binary Matrix,

Manifestation: IEEE Third World Conference on Complex Systems (WCCS’2015),

Date: 2015-11-23

Organisation: Marrakech, Morrocco

A Personalized E- Learning Based On Recommender System,

Manifestation: The 6th International Conference on Distance Learning and Education,

Date: 2015-10-12

Organisation: Paris, France

3D Objects comparison using new approach based similarity index,

Manifestation: The International Symposium on Ubiquitous Networking (UNet’2015),

Date: 2015-09-08

Organisation: Casablanca, Morrocco