A Review of Research on Industrial Time Series Classification for Machinery based on Deep Learning. - Mohammad Ali Nemer; Joseph Azar; Jacques Demerjian; Abdallah Makhoul; Julien Bourgeois (MENACOMM, 2022)

Lightweight Feature-based Priority Sampling for Industrial IoT Multivariate Time Series. - Mohammad Ali Nemer; Joseph Azar; Abdallah Makhoul; Julien Bourgeois (AICCSA, 2023)

A Review of Early Time Series Classification Methods on Machinery Dataset. - Mohammad Ali Nemer; Joseph Azar; Abdallah Makhoul; Julien Bourgeois (iThings/GreenCom/CPSCom/SmartData/Cybermatics, 2024)

Leveraging AI for Enhanced Semantic Interoperability in IoT: Insights from NER Models. - Mohammad Ali Nemer; Joseph Azar; Abdallah Makhoul; Julien Bourgeois (IWCMC, 2024)

AI4PM: Distributed and Intelligent Programmable Matter. - Benoît Piranda; Mohammad Ali Nemer; Abdallah Makhoul; Julien Bourgeois (AINA (2), 2025)

Evaluating Transformer Architectures for Fault Detection in Industry 4.0: A Multivariate Time Series Classification Approach. - Mohamed Al Hamed; Mohammad Ali Nemer; Joseph Azar; Abdallah Makhoul; Julien Bourgeois (MENACOMM, 2025)