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Publication date Communities Collections Article title Author(s) Journal/Conference
18 Jan 2024 Others Institute for Infocomm Research PESI: Paratope-Epitope Set Interaction for SARS-CoV-2 Neutralization Prediction Zhang Wan, Zhuoyi Lin, Shamima Rashid, Shaun Yue-Hao Ng, Rui Yin, J. Senthilnath, Chee-Keong Kwoh 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)
28 Aug 2023 Others 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
10 Jul 2023 Others 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 Others 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
14 Feb 2023 Others 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
10 Aug 2022 Others 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
1 Aug 2022 Others Institute for Infocomm Research Handling Labeled Data Insufficiency: Semi-supervised Learning with Self-Training Mixup Decision Tree for Classification of Network Attacking Traffic Yubo Hou, Sin G. Teo, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Tram Truong-Huu IEEE Transactions on Dependable and Secure Computing
23 Jun 2022 Others 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
24 Feb 2022 Others 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
20 Sep 2021 Others 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