Meriem Zerkouk

According to our database, Meriem Zerkouk authored at least 14 papers between 2013 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

A Comprehensive Review of AI-based Intelligent Tutoring Systems: Applications and Challenges.

Meriem Zerkouk, Miloud Mihoubi, Belkacem Chikhaoui

CoRR, July, 2025

SentiDrop: A Multi Modal Machine Learning model for Predicting Dropout in Distance Learning.

Meriem Zerkouk, Miloud Mihoubi, Belkacem Chikhaoui

CoRR, July, 2025

Beyond classical and contemporary models: a transformative AI framework for student dropout prediction in distance learning using RAG, Prompt engineering, and Cross-modal fusion.

Miloud Mihoubi, Meriem Zerkouk, Belkacem Chikhaoui

CoRR, July, 2025

Contextual Attention-Based Multimodal Fusion of LLM and CNN for Sentiment Analysis.

Meriem Zerkouk, Miloud Mihoubi, Belkacem Chikhaoui

Proceedings of the 38th Canadian Conference on Artificial Intelligence, 2025

Dynamic Sparse Causal-Attention Temporal Networks for Interpretable Causality Discovery in Multivariate Time Series.

Miloud Mihoubi, Meriem Zerkouk, Belkacem Chikhaoui

Proceedings of the 38th Canadian Conference on Artificial Intelligence, 2025

2024

A machine learning based model for student's dropout prediction in online training.

Meriem Zerkouk, Miloud Mihoubi, Belkacem Chikhaoui, Shengrui Wang

Educ. Inf. Technol., August, 2024

Discovering Causal Relationships in Noisy Web Data for Sentiment Classification Using Attention Mechanisms.

Miloud Mihoubi, Meriem Zerkouk, Belkacem Chikhaoui

Proceedings of the Web Information Systems Engineering - WISE 2024 PhD Symposium, Demos and Workshops, 2024

2023

Deep Generative Model with Isolation Forest (DGM-IF) for Unsupervised Anomaly Detection in Wireless Sensor Network and Internet of Things.

Meriem Zerkouk, Miloud Mihoubi, Belkacem Chikhaoui

Proceedings of the 9th International Conference on Control, 2023

2020

Spatio-Temporal Abnormal Behavior Prediction in Elderly Persons Using Deep Learning Models.

Meriem Zerkouk, Belkacem Chikhaoui

Sensors, 2020

Intelligent Technique Based on Enhanced Metaheuristic for Optimization Problem in Internet of Things and Wireless Sensor Network.

Miloud Mihoubi, Abdellatif Rahmoun, Meriem Zerkouk, Pascal Lorenz, Lotfi Baidar

Int. J. Grid High Perform. Comput., 2020

2019

Long Short Term Memory Based Model for Abnormal Behavior Prediction in Elderly Persons.

Meriem Zerkouk, Belkacem Chikhaoui

Proceedings of the How AI Impacts Urban Living and Public Health, 2019

2014

Behavior and Capability Based Access Control Model for Personalized TeleHealthCare Assistance.

Meriem Zerkouk, Paulo Cavalcante, Abdallah Mhamed, Jérôme Boudy, Belhadri Messabih

Mob. Networks Appl., 2014

2013

A user profile based access control model and architecture

Meriem Zerkouk, Abdallah Mhamed, Belhadri Messabih

CoRR, 2013

Towards a Context Aware Modeling of Trust and Access Control Based on the User Behavior and Capabilities.

Abdallah Mhamed, Meriem Zerkouk, Anas El Husseini, Belhadri Messabih, Bachar El-Hassan

Proceedings of the Inclusive Society: Health and Wellbeing in the Community, and Care at Home, 2013