A Cooperative Abnormal Behavior Detection Framework Based on Big Data Analytics. - Naila Marir; Huiqiang Wang (ICPCSEE (1), 2017)

Distributed Abnormal Behavior Detection Approach Based on Deep Belief Network and Ensemble SVM Using Spark. - Naila Marir; Huiqiang Wang; Guangsheng Feng; Bingyang Li; Meijuan Jia (IEEE Access, 2018)

Unsupervised Feature Learning With Distributed Stacked Denoising Sparse Autoencoder for Abnormal Behavior Detection Using Apache Spark. - Naila Marir; Huiqiang Wang; Guangsheng Feng (ICKII, 2019)

A Formal Modelling Language for Digital Electronic Systems Design. - Zakaria Lakhdara; Naila Marir (ICAASE, 2022)

Inverse Problems in Emerging Technology. - Sara Bousba; Naila Marir (RIF, 2023)

Multi-aggregation Strategies in Ensemble-Based Machine Learning and Deep Learning Models for Cough-Based COVID-19 Detection. - Takieddine Lombarkia; Farid Marir; Naila Marir (CARI, 2024)

Machine Learning-Driven Distributed Intrusion Detection System for the Internet of Vehicles. - Joud AlFarra; Leena Alam; Naila Marir; Akila Sarirete (RIF, 2024)

Personalized Learning Through MBTI Prediction: A Deep Learning Approach Integrated With Learner Profile Ontology. - Samia Bousalem; Fouzia Benchikha; Naila Marir (IEEE Access, 2025)