Mohamed Ragab


PhD Student

Publications


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PhD Research


Robust Domain-free Domain Generalization with Class-aware alignment (Accepted)


Wenyu Zhang, Mohamed Ragab, Ramon Sagarna


IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)


Secure Transfer Learning for Machine Fault Diagnosis Under Different Operating Conditions


Chao Jin, Mohamed Ragab, Khin Mi Mi Aung


Khoa Nguyen, Wenling Wu, Kwok Yan Lam, Huaxiong Wang, Provable and Practical Security, Springer International Publishing, Cham, 2020, pp. 278--297


Contrastive Adversarial Domain Adaptation for Machine Remaining Useful Life Prediction


Mohamed Ragab, Zhenghua Chen, Min Wu, Chuan Sheng Foo, Kwoh Chee Keong, Ruqiang Yan, Xiao-Li Li


IEEE Transactions on Industrial Informatics, 2020, pp. 1--1


Adversarial Transfer Learning for Machine Remaining Useful Life Prediction (Finalist Award)


Mohamed Ragab, Zhenghua Chen, Min Wu, Chee Keong Kwoh, Xiaoli Li


2020 IEEE International Conference on Prognostics and Health Management (ICPHM), IEEE, 2020, pp. 1--7


Adversarial Multiple-Target Domain Adaptation for Fault Classification


Mohamed Ragab, Zhenghua Chen, Min Wu, Haoliang Li, Chee-Keong Kwoh, Ruqiang Yan, Xiaoli Li


IEEE Transactions on Instrumentation and Measurement, IEEE, 2020, pp. 1--11



Under Review


Localization and Classification of Structural Damage Using Deep Learning Single-Channel Signal-Based Measurement (under review)


Majdi Flah, Mohamed Ragab, Malek Lazhari, Moncef Nehdi


Structural Health Monitoring


Attention Sequence to Sequence Model for Machine Remaining Useful Life Prediction (under review)


Mohamed Ragab, Zhenghua Chen, Min Wu, Chee-Keong, Kwoh, Ruqiang Yan, Xiaoli Li


IEEE Transactions on Systems, Man, and Cybernetics: Systems



MSc Research


Compressive sensing MRI reconstruction using empirical wavelet transform and grey wolf optimizer


Mohamed Ragab, Osama A Omer, Mohamed Abdel-Nasser


Neural Computing and Applications, Springer, 2018, pp. 1--20


Compressive sensing MRI using dual tree complex wavelet transform with wavelet tree sparsity


Mohamed Ragab, Osama A Omer, Hany S Hussien


2017 34th National Radio Science Conference (NRSC), IEEE, 2017, pp. 481--486