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Publication date Communities Collections Article title Author(s) Journal/Conference
28 Jul 2025 SERC Institute for Infocomm Research Predicting Amyotrophic Lateral Sclerosis Mortality With Machine Learning in Diverse Patient Databases Ling Guo, Ian Qian Xu, Sonakshi Nag, Jing Xu, Josiah Chai, Zachary Simmons, Savitha Ramasamy, Crystal Jing Jing Yeo Muscle and Nerve
23 Apr 2025 SERC Institute for Infocomm Research Predictive Analysis of Amyotrophic Lateral Sclerosis Progression and Mortality in a Clinic Cohort From Singapore Ian Qian Xu, Ling Guo, Jing Xu, Stella Setiawan, Xiao Deng, Yew Long Lo, Josiah Yui Huei Chai, Zachary Simmons, Savitha Ramasamy, Crystal Jing Jing Yeo Muscle and Nerve
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
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)
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
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