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Publication date Communities Collections Article title Author(s)
13 May 2021 SERC Institute for Infocomm Research, Institute of High Performance Computing A Multi-Stage Progressive Learning Strategy for Covid-19 Diagnosis Using Chest Computed Tomography with Imbalanced Data Zaifeng Yang, Yubo Hou, Zhenghua Chen, Le Zhang, Jie Chen
15 Feb 2021 SERC Institute for Infocomm Research Semi-Supervised Deep Learning Based Wireless Interference Identification for IIoT Networks Jiajia Huang, Min Li Huang, Peng Hui Tan, Zhenghua Chen, Sumei Sun
9 Feb 2021 SERC Institute for Infocomm Research KDnet-RUL: A Knowledge Distillation Framework to Compress Deep Neural Networks for Machine Remaining Useful Life Prediction Qing Xu, Zhenghua Chen, Keyu Wu, Chao Wang, Min Wu, Xiaoli Li
21 Oct 2020 SERC Institute for Infocomm Research Contrastive Adversarial Domain Adaptation for Machine Remaining Useful Life Prediction Mohamed Ragab, Zhenghua Chen, Min Wu, Chuan Sheng Foo, Chee-Keong Kwoh, Ruqiang Yan, Xiaoli Li
7 Sep 2020 SERC Institute for Infocomm Research Adversarial Transfer Learning for Machine Remaining Useful Life Prediction Mohamed Ragab, Zhenghua Chen, Min Wu, Chee Keong Kwoh, Xiaoli Li
27 Aug 2020 SERC Institute for Infocomm Research Deep learning with long short-term memory networks for classification of dementia related travel patterns Nhu Khue Vuong, Yong Liu, Syin Chan, Chiew Tong Lau, Zhenghua Chen, Min Wu, Xiaoli Li
15 Jul 2020 SERC Institute for Infocomm Research Adversarial Multiple-Target Domain Adaptation for Fault Classification Mohamed Ragab, Zhenghua Chen, Min Wu, Haoliang Li, Chee-Keong Kwoh, Ruqiang Yan, Xiaoli Li
9 Apr 2020 SERC Institute for Infocomm Research Mahalanobis Distance based Adversarial Network For Anomaly Detection Yubo Hou, Zhenghua Chen, Min Wu, Chuan-Sheng Foo, Xiaoli Li, Shubair Raed M.
13 Feb 2020 SERC Institute for Infocomm Research Machine Remaining Useful Life Prediction via an Attention Based Deep Learning Approach Zhenghua Chen, Min Wu, Rui Zhao, Feri Guretno, Ruqiang Yan, Xiaoli Li
3 Oct 2019 SERC Institute for Infocomm Research Smartphone Sensor based Human Activity Recognition using Feature Fusion and Maximum Full A Posteriori Zhenghua Chen, Chaoyang Jiang, Shili Xiang, Jie Ding, Min Wu, Xiaoli Li
14 Aug 2019 SERC Institute for Infocomm Research Light Sensor Based Occupancy Estimation via Bayes Filter With Neural Networks Zhenghua Chen, Yanbing Yang, Chaoyang Jiang, Jie Hao, Le Zhang
19 May 2019 SERC Institute for Infocomm Research A Deep Learning Approach for Sleep-Wake Detection from HRV and Accelerometer Data Jiyan Wu, Zhenghua Chen, Min Wu, Jie Ding, Zeng Zeng, Karl Surmarcz, Xiaoli Li
9 Jan 2019 SERC Institute for Infocomm Research Key Nodes Selection in Controlling Complex Networks via Convex Optimization Jie Ding, Changyun Wen, Guoqi Li, Zhenghua Chen
18 Nov 2018 SERC Institute for Infocomm Research Building Occupancy Detection from Carbon-dioxide and Motion Sensors Chaoyang Jiang, Zhenghua Chen, Lih Chieh Png, Korkut Bekiroglu, Seshadhri Srinivasan, Rong Su