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Publication date Communities Collections Article title Author(s) Journal/Conference
16 Feb 2023 SERC Institute for Infocomm Research Diverse and consistent multi-view networks for semi-supervised regression Cuong Nguyen, Arun Raja, Le Zhang, Xun Xu, Balagopal Unnikrishnan, Mohamed Ragab, Kangkang Lu, Chuan-Sheng Foo Machine Learning
10 Feb 2023 BMRC Bioinformatics Institute Improving transparency and representational generalizability through parallel continual learning Mahsa Paknezhad, Hamsawardhini Rengarajan, Chenghao Yuan, Sujanya Suresh, Manas Gupta, Savitha Ramasamy, Hwee Kuan Lee Neural Networks
6 Jan 2023 SERC Institute for Infocomm Research A Hybrid Ensemble Deep Learning Approach for Early Prediction of Battery Remaining Useful Life Qing Xu, Min Wu, Edwin Khoo, Zhenghua Chen, Xiaoli Li IEEE/CAA Journal of Automatica Sinica
20 Dec 2022 SERC Institute for Infocomm Research Hierarchical neural network: Integrate divide-and-conquer and unified approach for argument unit recognition and classification Yujie Fu, Suge Wang, Xiaoli Li, Deyu Li, Yang Li, Jian Liao, Jianxing Zheng Information Sciences
6 Dec 2022 SERC Institute for Infocomm Research PASE: An autonomous sequential framework for the state estimation of dynamical systems Harikumar Kandath, Md Meftahul Ferdaus, Zhen Wei Ng, Bangjian Zhou, Suresh Sundaram, Xiaoli Li, Senthilnath Jayavelu Expert Systems with Applications
26 Nov 2022 SERC Institute for Infocomm Research SSA-ICL: Multi-domain adaptive attention with intra-dataset continual learning for Facial expression recognition Hongxiang Gao, Min Wu, Zhenghua Chen, Yuwen Li, Xingyao Wang, Shan An, Jianqing Li, Chengyu Liu Neural Networks
19 Nov 2022 SERC Institute for Infocomm Research A decentralized learning strategy to restore connectivity during multi-agent formation control Rajdeep Dutta, Harikumar Kandath, Senthilnath Jayavelu, Li Xiaoli, Suresh Sundaram, Daniel Pack Neurocomputing
7 Nov 2022 SERC Institute for Infocomm Research Efficient Perturbation Inference and Expandable Network for continual learning Fei Du, Yun Yang, Ziyuan Zhao, Zeng Zeng Neural Networks
18 Oct 2022 SERC Institute for Infocomm Research Aligning Correlation Information for Domain Adaptation in Action Recognition Yuecong Xu, Haozhi Cao, Kezhi Mao, Zhenghua Chen, Lihua Xie, Jianfei Yang IEEE Transactions on Neural Networks and Learning Systems
17 Oct 2022 SERC Institute for Infocomm Research Non-cooperative game algorithms for computation offloading in mobile edge computing environments Jianguo Chen, Qingying Deng, Xulei Yang Journal of Parallel and Distributed Computing