ECGTransForm: empowering adaptive ECG arrhythmia classification framework with bidirectional transformer by Eldele, Emadeldeen, El-Ghaish, Hany

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Self-supervised autoregressive domain adaptation for time series data by Ragab, Mohamed, Eldele, Emadeldeen, Chen, Zhenghua, Wu, Min, Kwoh, Chee Keong, Li, Xiaoli

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An attention-based deep learning approach for sleep stage classification with single-channel EEG by Eldele, Emadeldeen, Chen, Zhenghua, Liu, Chengyu, Wu, Min, Kwoh, Chee Keong, Li, Xiaoli, Guan, Cuntai

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Conditional contrastive domain generalization for fault diagnosis by Ragab, Mohamed, Chen, Zhenghua, Zhang, Wenyu, Eldele, Emadeldeen, Wu, Min, Kwoh, Chee Keong, Li, Xiaoli

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ADAST: Attentive cross-domain EEG-based sleep staging framework with iterative self-training by Eldele, Emadeldeen, Ragab, Mohamed, Chen, Zhenghua, Wu, Min, Kwoh, Chee Keong, Li, Xiaoli, Guan, Cuntai

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