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10 Aug 2022
SERC
Institute for Infocomm Research
ADAST: Attentive Cross-Domain EEG-Based Sleep Staging Framework With Iterative Self-Training
Emadeldeen Eldele,
Mohamed Ragab,
Zhenghua Chen,
Min Wu,
Chee-Keong Kwoh,
Xiaoli Li,
Cuntai Guan
IEEE Transactions on Emerging Topics in Computational Intelligence
23 Jun 2022
SERC
Institute for Infocomm Research
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
24 Feb 2022
SERC
Institute for Infocomm Research
Conditional Contrastive Domain Generalization for Fault Diagnosis
Mohamed Ragab,
Zhenghua Chen,
Wenyu Zhang,
Emadeldeen Eldele,
Min Wu,
Chee-Keong Kwoh,
Xiaoli Li
IEEE Transactions on Instrumentation and Measurement
11 Aug 2021
SERC
Institute for Infocomm Research
Time-Series Representation Learning via Temporal and Contextual Contrasting
Emadeldeen Eldele,
Mohamed Ragab,
Zhenghua Chen,
Min Wu,
Chee Keong Kwoh,
Xiaoli Li,
Cuntai Guan
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence
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