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