Search results

Publication date Communities Collections Article title Author(s) Journal/Conference
28 Aug 2023 SERC Institute for Infocomm Research Self-Supervised Contrastive Representation Learning for Semi-Supervised Time-Series Classification Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Xiaoli Li, Cuntai Guan IEEE Transactions on Pattern Analysis and Machine Intelligence
4 Aug 2023 SERC Institute for Infocomm Research Source-Free Domain Adaptation with Temporal Imputation for Time Series Data Mohamed Ragab, Emadeldeen Eldele, Min Wu, Chuan-Sheng Foo, Xiaoli Li, Zhenghua Chen Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining
10 Jul 2023 SERC Institute for Infocomm Research Contrastive Domain Adaptation for Time-Series Via Temporal Mixup Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Xiaoli Li IEEE Transactions on Artificial Intelligence
24 Mar 2023 SERC Institute for Infocomm Research ADATIME: A Benchmarking Suite for Domain Adaptation on Time Series Data Mohamed Ragab, Emadeldeen Eldele, Wee Ling Tan, Chuan-Sheng Foo, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Xiaoli Li ACM Transactions on Knowledge Discovery from Data
16 Feb 2023 SERC Institute for Infocomm Research Diverse and consistent multi-view networks for semi-supervised regression Cuong Nguyen, Arun Raja, Le Zhang, Xun Xu, Balagopal Unnikrishnan, Mohamed Ragab, Kangkang Lu, Chuan-Sheng Foo Machine Learning
14 Feb 2023 SERC Institute for Infocomm Research Self-Supervised Learning for Label- Efficient Sleep Stage Classification: A Comprehensive Evaluation Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Xiaoli Li IEEE Transactions on Neural Systems and Rehabilitation Engineering
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