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Publication date Communities Collections Article title Author(s) Journal/Conference
25 Aug 2024 SERC Institute for Infocomm Research Class-incremental Learning for Time Series: Benchmark and Evaluation (Pending publish) 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
15 May 2024 SERC Institute for Infocomm Research A gradient descent algorithm for SNN with time-varying weights for reliable multiclass interpretation (Pending publish) Abeegithan Jeyasothy, Savitha Ramasamy, Suresh Sundaram Applied Soft Computing
28 Mar 2024 SERC Institute for Infocomm Research Training neural networks with classification rules for incorporating domain knowledge Wenyu Zhang, Fayao Liu, Cuong Manh Nguyen, Zhong Liang Ou Yang, Savitha Ramasamy, Chuan-Sheng Foo Knowledge-Based Systems
18 Mar 2024 SERC Institute for Infocomm Research Architectural Adaptation and Regularization of Attention Networks for Incremental Knowledge Tracing (Pending publish) Cheryl Sze Yin Wong, Savitha Ramasamy Proceedings of the 14th Learning Analytics and Knowledge Conference
6 Dec 2023 SERC Institute for Infocomm Research Predicting amyotrophic lateral sclerosis (ALS) progression with machine learning Muzammil Arif Din Abdul Jabbar, Ling Guo, Sonakshi Nag, Yang Guo, Zachary Simmons, Erik P. Pioro, Savitha Ramasamy, Crystal Jing Jing Yeo Amyotrophic Lateral Sclerosis and Frontotemporal Degeneration
6 Dec 2023 SERC Institute for Infocomm Research HyperRouter: Towards Efficient Training and Inference of Sparse Mixture of Experts via HyperNetwork Giang Do, Khiem Le, Quang Pham, TrungTin Nguyen, Thanh-Nam Doan, Binh T. Nguyen, Chenghao Liu, Savitha Ramasamy, Xiaol Li, Steven Hoi The 2023 Conference on Empirical Methods in Natural Language Processing
23 Nov 2023 Others Diagnostics Development Hub A Performance Monitoring and Continual Learning Framework to Improve Reliability of Prediction Models based on Electronic Health Records CAO ZHEN, Feri Guretno, JEANETTE POH, Guo Yang, Milashini Nambiar, CHAN YU EN, WATT PEI YI, GOPINATHAN ARJUNAN, BEE YONG MONG, Pavitra Krishnaswamy, Savitha Ramasamy AI Health Summit conference (2023)
5 Oct 2023 SERC Institute for Infocomm Research Describing and characterising variability in ALS disease progression Muzammil Arif Din Abdul Jabbar, Ling Guo, Yang Guo, Zachary Simmons, Erik P. Pioro, Savitha Ramasamy, Crystal Jing Jing Yeo Amyotrophic Lateral Sclerosis and Frontotemporal Degeneration
14 Aug 2023 SERC Institute for Infocomm Research GATE: A guided approach for time series ensemble forecasting Md. Rasel Sarkar, Sreenatha G. Anavatti, Tanmoy Dam, Md. Meftahul Ferdaus, Murat Tahtali, Savitha Ramasamy, Mahardhika Pratama Expert Systems with Applications
5 May 2023 SERC Institute for Infocomm Research Unsupervised Out-of-Distribution Detection Using Few in-Distribution Samples Chandan Gautam, Aditya Kane, Savitha Ramasamy, Suresh Sundaram ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)