Search results

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
20 Oct 2024 SERC Institute for Infocomm Research PIP: Prototypes-Injected Prompt for Federated Class Incremental Learning Muhammad Anwar Ma'sum, Mahardhika Pratama, Savitha Ramasamy, Lin Liu, Habibullah Habibullah, Ryszard Kowalczyk Proceedings of the 33rd ACM International Conference on Information and Knowledge Management
20 Oct 2024 SERC Institute for Infocomm Research Prompt-Based Spatio-Temporal Graph Transfer Learning Junfeng Hu, Xu Liu, Zhencheng Fan, Yifang Yin, Shili Xiang, Savitha Ramasamy, Roger Zimmermann Proceedings of the 33rd ACM International Conference on Information and Knowledge Management
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
19 Aug 2024 SERC Institute for Infocomm Research Unsupervised Few-Shot Continual Learning for Remote Sensing Image Scene Classification Muhammad Anwar Ma’Sum, Mahardhika Pratama, Savitha Ramasamy, Lin Liu, Habibullah H , Ryszard Kowalczyk IEEE Transactions on Geoscience and Remote Sensing
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)
15 May 2024 SERC Institute for Infocomm Research A gradient descent algorithm for SNN with time-varying weights for reliable multiclass interpretation 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
5 Mar 2024 SERC Institute for Infocomm Research Architectural Adaptation and Regularization of Attention Networks for Incremental Knowledge Tracing Cheryl Sze Yin Wong, Savitha Ramasamy Proceedings of the 14th Learning Analytics and Knowledge Conference