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29 Nov 2022
SERC
Institute for Infocomm Research
Domain Generalization via Selective Consistency Regularization for Time Series Classification
Wenyu Zhang,
Mohamed Ragab,
Chuan-Sheng Foo
2022 26th International Conference on Pattern Recognition (ICPR)
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
2 Mar 2022
SERC
Institute for Infocomm Research
DiagNet: Machine Fault Diagnosis Using Federated Transfer Learning in Low Data Regimes
Zexi Yao,
Chao Jin,
Mohamed Ragab,
Khin Mi Mi Aung,
Xiaoli Li
AAAI 2022 FL Workshop
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
5 Nov 2021
SERC
Institute for Infocomm Research
Predicting Antimicrobial Activity of Conjugated Oligoelectrolyte Molecules via Machine Learning
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
Journal of the American Chemical Society
20 Sep 2021
SERC
Institute for Infocomm Research
Attention-based sequence to sequence model for machine remaining useful life prediction
Mohamed Ragab,
Zhenghua Chen,
Min Wu,
Chee-Keong Kwoh,
Ruqiang Yan,
Xiaoli Li
Neurocomputing
20 Sep 2021
SERC
Institute for Infocomm Research
Attention-based sequence to sequence model for machine remaining useful life prediction
Mohamed Ragab,
Zhenghua Chen,
Min Wu,
Chee-Keong Kwoh,
Ruqiang Yan,
Xiaoli Li
Neurocomputing
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
13 May 2021
SERC
Institute for Infocomm Research
Robust Domain-Free Domain Generalization with Class-Aware Alignment
Wenyu Zhang,
Mohamed Ragab,
Ramon Sagarna
ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
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