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Author

M. Bahloul

2 papers indexed here

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Open access Oct 2026

Imbalance-robust predictive maintenance using deep learning with virtual measurement modeling and explainable AI

A measurement-aware predictive maintenance framework that utilizes operational variables as virtual measurement proxies, enabling measurement-oriented analysis without requiring raw sensor signals to improve failure detection under highly imbalanced conditions is proposed.

Osama Mohamed Eldeeb, A. Aboutabl, M. Bahloul · 0 citations
Review Open access Aug 2026

A Review of Deep Learning-Based Question Generation: Challenges, Methods, and Future Directions

This review critically surveys the evolution of QG techniques from early rule-based and statistical models to modern neural architecture such as sequence-to-sequence models, attention-based frameworks, and transformer-based systems like BERT, GPT, T5, and BART to guide researchers and practitioners in developing more r...

M. F. Yehia, Yehia M. Helmi, M. Bahloul · 0 citations

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