PhD Research
TimeSeries Representation Learning via Temporal and Contextual Contrasting
Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Xiaoli Li, Cuntai Guan
International Joint Conference of Artificial Intelligence, IJCAI, 2021
Self-supervised Autoregressive Domain Adaptation for Time Series Data
Mohamed Ragab, Emadeldeen Eldele, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Xiaoli Li
IEEE Transactions on Neural Networks and Learning Systems (Under Review)
Attention Sequence to Sequence Model for Machine Remaining Useful Life Prediction
Mohamed Ragab, Zhenghua Chen, Min Wu, Chee-Keong, Kwoh, Ruqiang Yan, Xiaoli Li
Neurocomputing, Elsevier
Qing Xu, Zhenghua Chen, Mohamed Ragab, Chao Wang, Min Wu, Xiaoli Li
Neurocomputing
Robust Domain-free Domain Generalization with Class-aware alignment
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, vol. 70, IEEE, 2020, pp. 1--11
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
