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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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2 Mar 2022
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SERC
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Institute for Infocomm Research
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DiagNet: Machine Fault Diagnosis Using Federated Transfer Learning in Low Data Regimes
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Zexi Yao,
Chao Jin,
Mohamed Ragab,
Khin Mi Mi Aung,
Xiaoli Li
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AAAI 2022 FL Workshop
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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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|
5 Nov 2021
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SERC
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Institute for Infocomm Research
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Predicting Antimicrobial Activity of Conjugated Oligoelectrolyte Molecules via Machine Learning
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Armi Tiihonen,
Sarah J. Cox-Vazquez,
Qiaohao Liang,
Mohamed Ragab,
Zekun Ren,
Noor Titan Putri Hartono,
Zhe Liu,
Shijing Sun,
Cheng Zhou,
Nathan C. Incandela,
Jakkarin Limwongyut,
Alex S. Moreland,
Senthilnath Jayavelu,
Guillermo C. Bazan,
Tonio Buonassisi
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Journal of the American Chemical Society
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20 Sep 2021
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SERC
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Institute for Infocomm Research
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Attention-based sequence to sequence model for machine remaining useful life prediction
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Mohamed Ragab,
Zhenghua Chen,
Min Wu,
Chee-Keong Kwoh,
Ruqiang Yan,
Xiaoli Li
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Neurocomputing
|
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20 Sep 2021
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SERC
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Institute for Infocomm Research
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Attention-based sequence to sequence model for machine remaining useful life prediction
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Mohamed Ragab,
Zhenghua Chen,
Min Wu,
Chee-Keong Kwoh,
Ruqiang Yan,
Xiaoli Li
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Neurocomputing
|
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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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13 May 2021
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SERC
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Institute for Infocomm Research
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Robust Domain-Free Domain Generalization with Class-Aware Alignment
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Wenyu Zhang,
Mohamed Ragab,
Ramon Sagarna
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ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
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20 Nov 2020
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SERC
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Institute for Infocomm Research
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Secure Transfer Learning for Machine Fault Diagnosis Under Different Operating Conditions
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Chao Jin,
Mohamed Ragab,
Kin Mi Mi Aung
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International Conference on Provable and Practical Security
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21 Oct 2020
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SERC
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Institute for Infocomm Research
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Contrastive Adversarial Domain Adaptation for Machine Remaining Useful Life Prediction
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Mohamed Ragab,
Zhenghua Chen,
Min Wu,
Chuan Sheng Foo,
Chee-Keong Kwoh,
Ruqiang Yan,
Xiaoli Li
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IEEE Transactions on Industrial Informatics
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7 Sep 2020
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SERC
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Institute for Infocomm Research
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Adversarial Transfer Learning for Machine Remaining Useful Life Prediction
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Mohamed Ragab,
Zhenghua Chen,
Min Wu,
Chee Keong Kwoh,
Xiaoli Li
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2020 IEEE International Conference on Prognostics and Health Management (ICPHM)
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15 Jul 2020
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SERC
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Institute for Infocomm Research
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Adversarial Multiple-Target Domain Adaptation for Fault Classification
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Mohamed Ragab,
Zhenghua Chen,
Min Wu,
Haoliang Li,
Chee-Keong Kwoh,
Ruqiang Yan,
Xiaoli Li
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IEEE Transactions on Instrumentation and Measurement
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