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Informations du chercheur

Nom complet

EL KABTANE Hamada

Grade

PA

Spécialité

Informatique

Thématique de recherche

Mixed Reality, Network Computing, E-learning, Machine Learning

Laboratoire

Laboratoire de Recherche en Technologies Intelligentes et Durables

Établissement

Ecole Nationale des Sciences Appliquées de Marrakech

Ouvrages (0 au total)

Aucun ouvrage disponible.

Publications (8 au total)

Weather-Aware Machine Learning Models for Energy Consumption Forecasting of Buildings in Semi-Arid Climate Zones

Auteur: Iguerd Nouhaila, Elassali Raja, El kabtane Hamada, Nefzaoui Elyes

Revue: Lecture Notes in Networks and Systems

Année: 2026

DOI: 10.1007/978-3-032-19963-8_21

Toward emotionally intelligent e-learning: Real-time engagement detection through fine-tuned deep facial emotion recognition

Auteur: Hamada El Kabtane, Fatima Zohra Ennaji, Khaoula Elkabtane, Maryam Knouzi, Amal Ourdou

Revue: Journal of the Franklin Institute

Année: 2026

DOI: 10.1016/j.jfranklin.2026.108477

A Reference Architecture for Digital Twins in Controlled-Environment Agriculture

Auteur: Ouatil Anas, El Kabtane Hamada, Tajer Abdelouahed, Abouzahir Saad

Revue: Lecture Notes in Networks and Systems

Année: 2026

DOI: 10.1007/978-3-032-19963-8_23

Facial emotion recognition based on upper features and transfer learning

Auteur: Ennaji Fatima Zohra, El Kabtane Hamada

Revue: Indonesian Journal of Electrical Engineering and Computer Science

Année: 2025

DOI: 10.11591/ijeecs.v37.i1.pp530-539

Transfer Learning Based Face Emotion Recognition Using Meshed Faces and Oval Cropping: A Novel Approach

Auteur: Ennaji Fatima Zohra, El Kabtane Hamada

Revue: Optical Memory and Neural Networks

Année: 2024

DOI: 10.3103/s1060992x24700073

A Deep Learning Approach for Hand Gestures Recognition

Auteur: Fatima Zohra Ennaji, Hamada El Kabtane

Revue: Lecture Notes in Networks and Systems

Année: 2023

DOI: 10.1007/978-3-031-29313-9_11

A Solution Based on Faster R-CNN for Augmented Reality Markers’ Detection: Drawing Courses Case Study

Auteur: Hamada El Kabtane, Fatima Zohra Ennaji, Youssef Mourdi

Revue: Lecture Notes in Networks and Systems

Année: 2023

DOI: 10.1007/978-3-031-29313-9_2

A recurrent neural networks based framework for at‐risk learners' early prediction and MOOC tutor's decision support

Auteur: Youssef Mourdi, Mohammed Sadgal, Hasna Elalaoui Elabdallaoui, Hamada El Kabtane, Hanane Allioui

Revue: Computer Applications in Engineering Education

Année: 2022

DOI: 10.1002/cae.22582

Communications (8 au total)

A Sensor-to-Decision Framework for Smart Greenhouse Digital Twins

Manifestation: International Multidisciplinary Conference on Research in Higher Education: Management, Industry and Pedagogy-RHEMIP 2026

Date: 2026-06-18

Organisation: Ensa Marrakech

Weather-Aware Machine Learning Models for Energy Consumption Forecasting of Buildings in Semi-Arid Climate zones

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

Date: 2025-11-24

Organisation: Khouribga, Morocco

A Reference Architecture for Digital Twins in Controlled-Environment Agriculture

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

Date: 2025-11-24

Organisation: Khouribga, Morocco

An innovative e-learning platform based on webcam-based eye-tracking

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

Date: 2025-11-24

Organisation: Khouribga, Morocco

Agriculture and AI: Transforming Farming Practices Through Innovation and Automation

Manifestation: International Conference on Connected Objects and Artificial Intelligence

Date: 2025-04-16

Organisation: Casablanca, Morocco

Accident Severity Prediction using Machine Learning: A case study on the US Accidents Dataset

Manifestation: 17TH INTERNATIONAL CONFERENCE ON SIGNAL IMAGE TECHNOLOGY & INTERNET BASED SYSTEMS

Date: 2023-11-8

Organisation: Bangkok, Thailand

Mooc's learners classification: A behavioral generation framework based methodology

Manifestation: 3rd International Conference on Applied Mathematics and Computer Science (ICAMCS'23))

Date: 2023-06-20

Organisation: Safi Morocco

is the integration of Augmented Reality a necessity or a luxury for enhancing the spatial imagination in drawing courses

Manifestation: International Conference on Machine Intelligence and Computer Science Applications(ICMICSA’2022)

Date: 2022-11-28

Organisation: Khouribga, Morocco

Thèses (0 au total)

Aucune thèse disponible.