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Source-Free Domain Adaptation with Temporal Imputation for Time Series Data

Mohamed Ragab, Emadeldeen Eldele, Min Wu, Chaun-Sheng Foo, Xiaoli Li, Zhenghua Chen

Source-Free Domain Adaptation with Temporal Imputation for Time Series Data

Robust Domain-free Domain Generalization with Class-aware alignment

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Wenyu Zhang, Mohamed Ragab, Ramon Sagarna

Secure Transfer Learning for Machine Fault Diagnosis Under Different Operating Conditions

Chao Jin, Mohamed Ragab, Khin Mi Mi Aung

Time Series Representation Learning via Temporal and Contextual Contrasting

Learning decent representations from unlabeled time-series data with temporal dynamics is a very challenging task. In this paper, we …

Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Xiaoli Li, Cuntai Guan

Time Series Representation Learning via Temporal and Contextual Contrasting

Adversarial Transfer Learning for Machine Remaining Useful Life Prediction

Mohamed Ragab, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Xiaoli L