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Publication date Communities Collections Article title Author(s) Journal/Conference
31 May 2023 SERC Institute for Infocomm Research Learning Fast and Slow for Online Time Series Forecasting Quang Pham, Chenghao Liu, Doyen Sahoo, Steven Hoi International Conference on Learning Representations
1 May 2023 SERC Institute for Infocomm Research SEnsor Alignment for Multivariate Time-Series Unsupervised Domain Adaptation Yucheng Wang, Yuecong Xu, Jianfei Yang, Zhenghua Chen, Min Wu, Xiaoli Li, Lihua Xie AAAI-23
18 Apr 2022 SERC Institute for Infocomm Research Bi-LSTM-Based Two-Stream Network for Machine Remaining Useful Life Prediction Ruibing Jin, Zhenghua Chen, Keyu Wu, Min Wu, Xiaoli Li, Ruqiang Yan IEEE Transactions on Instrumentation and Measurement
4 Nov 2021 SERC Institute for Infocomm Research Contrastive Adversarial Knowledge Distillation for Deep Model Compression in Time-Series Regression Tasks Ragab Mohamed, Chao Wang, Min Wu, Xiaoli Li, Qing Xu, Zhenghua Chen Neurocomputing
31 Aug 2021 SERC Institute for Infocomm Research An Evaluation of Anomaly Detection and Diagnosis in Multivariate Time Series Astha Garg, Wenyu Zhang, Jules Samaran, Savitha Ramasamy, Chuan-Sheng Foo IEEE Transactions on Neural Networks and Learning Systems
13 May 2021 SERC Institute for Infocomm Research POLA: Online Time Series Prediction by Adaptive Learning Rates Wenyu Zhang ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
22 Dec 2020 SERC Institute for Infocomm Research A Bayesian Approach for Continual Learning in Clinical Time Series Yang Guo, Cheryl Sze Yin Wong, Ramasamy Savitha NeurIPS Machine Learning for Health (ML4H) 2020
27 Aug 2020 SERC Institute for Infocomm Research Deep learning with long short-term memory networks for classification of dementia related travel patterns Nhu Khue Vuong, Yong Liu, Syin Chan, Chiew Tong Lau, Zhenghua Chen, Min Wu, Xiaoli Li
7 Feb 2020 SERC Institute for Infocomm Research Uncertainty Characterization for Predictive Analytics with Clinical Time Series Data Yang Guo, Zhengyuan Liu, Savitha Ramasamy, Pavitra Krishnaswamy 34th AAAI Conference on Artificial Intelligence (AAAI-20) W3PHIAI-20 Workshop