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Publication date Communities Collections Article title Author(s) Journal/Conference
29 May 2025 SERC Institute for Infocomm Research A foundation model–based framework for unsupervised gaze anomaly detection Kritika Johari, Jung-jae Kim, Wei Quin Yow, U-Xuan Tan Knowledge-Based Systems
14 May 2025 SERC Institute for Infocomm Research Intelligently Augmented Contrastive Tensor Factorization: Empowering multi-dimensional time series classification in low-data environments Anushiya Arunan, Yan Qin, Xiaoli Li, Chau Yuen Expert Systems with Applications
18 Dec 2024 SERC Institute of Microelectronics A Study on PVD PZT and Sc0.2Al0.8N PMUTS in Series and Parallel Connection for Optimizing Acoustic Performance David Sze Wai Choong, Daniel Ssu-Han Chen, Mantalena Sarafianou, Duan Jian Goh, Jihang Liu, Srinivas Merugu, Sagnik Ghosh, Prakasha Ramegowda, Qing Xin Zhang, Peter Chang, Joshua En-Yuan Lee, Jason Jia, Alberto Leotti, Luigi Baretta, Domenico Giusti, Alessandro Savoia, Yul Koh 2024 IEEE Ultrasonics, Ferroelectrics, and Frequency Control Joint Symposium (UFFC-JS)
15 Oct 2024 SERC Singapore Institute of Manufacturing Technology Improved Modulation for Three-Phase Series-End Winding Voltage-Source Inverters Zhi Chen, You Zhou, Feifan Guo, Christopher H. T. Lee IEEE Transactions on Industrial Electronics
25 Aug 2024 SERC Institute for Infocomm Research Class-incremental Learning for Time Series: Benchmark and Evaluation Zhongzheng Qiao, Quang Pham, Zhen Cao, Hoang H. Le, P. N. Suganthan, Xudong Jiang, Savitha Ramasamy Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining
16 Aug 2024 SERC Institute for Infocomm Research SEA++: Multi-Graph-based Higher-Order Sensor Alignment for Multivariate Time-Series Unsupervised Domain Adaptation Yucheng Wang, Yuecong Xu, Jianfei Yang, Min Wu, Xiaoli Li, Lihua Xie, Zhenghua Chen IEEE Transactions on Pattern Analysis and Machine Intelligence
30 Jul 2024 SERC Institute for Infocomm Research Anomaly Detection and Breakdown Diagnosis for Condition Monitoring of Marine Engines Nhu Khue Vuong, Sateesh Babu Giduthuri, Gen Liang Lim, Terrence Tan, Savitha Ramasamy 2024 IEEE Conference on Artificial Intelligence (CAI)
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