Meriem Zerkouk

18 papers C 3Journal 12Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Attention-enhanced BiLSTM for causal sentiment mining in noisy social-media streams. Int. J. Data Sci. Anal. Miloud Mihoubi, Meriem Zerkouk, Belkacem Chikhaoui
2025	J	`jnl`	A Comprehensive Review of AI-based Intelligent Tutoring Systems: Applications and Challenges. CoRR Meriem Zerkouk, Miloud Mihoubi, Belkacem Chikhaoui
2025	J	`jnl`	Beyond classical and contemporary models: a transformative AI framework for student dropout prediction in distance learning using RAG, Prompt engineering, and Cross-modal fusion. CoRR Miloud Mihoubi, Meriem Zerkouk, Belkacem Chikhaoui
2025	—	`conf`	Contextual Attention-Based Multimodal Fusion of LLM and CNN for Sentiment Analysis. Canadian AI Meriem Zerkouk, Miloud Mihoubi, Belkacem Chikhaoui
2025	J	`jnl`	Contextual Attention-Based Multimodal Fusion of LLM and CNN for Sentiment Analysis. CoRR Meriem Zerkouk, Miloud Mihoubi, Belkacem Chikhaoui
2025	—	`conf`	Dynamic Sparse Causal-Attention Temporal Networks for Interpretable Causality Discovery in Multivariate Time Series. Canadian AI Miloud Mihoubi, Meriem Zerkouk, Belkacem Chikhaoui
2025	J	`jnl`	Dynamic Sparse Causal-Attention Temporal Networks for Interpretable Causality Discovery in Multivariate Time Series. CoRR Meriem Zerkouk, Miloud Mihoubi, Belkacem Chikhaoui
2025	J	`jnl`	Predicting Online Education Dropout: A new Machine Learning Model based on Sentiment Analysis, Socio-demographic, and Behavioral Data. Int. J. Artif. Intell. Educ. Meriem Zerkouk, Miloud Mihoubi, Belkacem Chikhaoui, Shengrui Wang
2025	J	`jnl`	SentiDrop: A Multi Modal Machine Learning model for Predicting Dropout in Distance Learning. CoRR Meriem Zerkouk, Miloud Mihoubi, Belkacem Chikhaoui
2024	J	`jnl`	A machine learning based model for student's dropout prediction in online training. Educ. Inf. Technol. Meriem Zerkouk, Miloud Mihoubi, Belkacem Chikhaoui, Shengrui Wang
2024	—	`conf`	Discovering Causal Relationships in Noisy Web Data for Sentiment Classification Using Attention Mechanisms. WISE (PhD Symposium, Demos and Workshops) Miloud Mihoubi, Meriem Zerkouk, Belkacem Chikhaoui
2023	C	`conf`	Deep Generative Model with Isolation Forest (DGM-IF) for Unsupervised Anomaly Detection in Wireless Sensor Network and Internet of Things. CoDIT Meriem Zerkouk, Miloud Mihoubi, Belkacem Chikhaoui
2020	J	`jnl`	Intelligent Technique Based on Enhanced Metaheuristic for Optimization Problem in Internet of Things and Wireless Sensor Network. Int. J. Grid High Perform. Comput. Miloud Mihoubi, Abdellatif Rahmoun, Meriem Zerkouk, Pascal Lorenz, Lotfi Baidar
2020	J	`jnl`	Spatio-Temporal Abnormal Behavior Prediction in Elderly Persons Using Deep Learning Models. Sensors Meriem Zerkouk, Belkacem Chikhaoui
2019	C	`conf`	Long Short Term Memory Based Model for Abnormal Behavior Prediction in Elderly Persons. ICOST Meriem Zerkouk, Belkacem Chikhaoui
2014	J	`jnl`	Behavior and Capability Based Access Control Model for Personalized TeleHealthCare Assistance. Mob. Networks Appl. Meriem Zerkouk, Paulo Cavalcante, Abdallah Mhamed, Jérôme Boudy, Belhadri Messabih
2013	J	`jnl`	A user profile based access control model and architecture CoRR Meriem Zerkouk, Abdallah Mhamed, Belhadri Messabih
2013	C	`conf`	Towards a Context Aware Modeling of Trust and Access Control Based on the User Behavior and Capabilities. ICOST Abdallah Mhamed, Meriem Zerkouk, Anas El Husseini, Belhadri Messabih, Bachar El-Hassan