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Publication date Communities Collections Article title Author(s) Journal/Conference
18 Apr 2022 SERC Institute for Infocomm Research Bi-LSTM-Based Two-Stream Network for Machine Remaining Useful Life Prediction Ruibing Jin, Zhenghua Chen, Keyu Wu, Min Wu, Xiaoli Li, Ruqiang Yan IEEE Transactions on Instrumentation and Measurement
11 Jan 2022 SERC Institute for Infocomm Research Multi-feature Fused Bidirectional Long Short-term Memory for Remaining Useful Life Prediction Ruibing Jin, Zhenghua Chen, Keyu Wu, Min Wu, Xiaoli Li, Ruqiang Yan 2021 International Conference on Sensing, Measurement & Data Analytics in the era of Artificial Intelligence (ICSMD)
20 Sep 2021 SERC Institute for Infocomm Research Attention-based sequence to sequence model for machine remaining useful life prediction Mohamed Ragab, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Ruqiang Yan, Xiaoli Li Neurocomputing
20 Sep 2021 SERC Institute for Infocomm Research Attention-based sequence to sequence model for machine remaining useful life prediction Mohamed Ragab, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Ruqiang Yan, Xiaoli Li Neurocomputing
27 May 2021 SERC Institute for Infocomm Research Decoupled Feature-Temporal CNN: Explaining Deep Learning-Based Machine Health Monitoring Chaoyi Zhu, Zhenghua Chen, Rui Zhao, Jinjiang Wang, Ruqiang Yan IEEE Transactions on Instrumentation and Measurement
1 Feb 2021 SERC Institute for Infocomm Research Degradation-Aware Remaining Useful Life Prediction With LSTM Autoencoder Ji-Yan Wu, Min Wu, Zhenghua Chen, Xiao-Li Li, Ruqiang Yan IEEE Transactions on Instrumentation and Measurement
7 Dec 2020 SERC Institute for Infocomm Research A joint classification-regression method for multi-stage remaining useful life prediction Ji-Yan Wu, Min Wu, Zhenghua Chen, Xiaoli Li, Ruqiang Yan Journal of Manufacturing Systems
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 IEEE Transactions on Industrial Informatics
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 IEEE Transactions on Instrumentation and Measurement
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 IEEE Transactions on Industrial Electronics