Liu Zhiliang
Professor
Mechanical Engineering
University of Electronic Science and Technology of China
China
Biography
Dr. Zhiliang Liu’s research interests mainly include machinery fault diagnosis and prognosis, signal processing, and data mining. He published more than 30 papers including 10+ journal papers. He currently held 7 research grants from National Natural Science Foundation of China, Open Grants of National Key Laboratory, China Postdoctoral Science Foundation, et al. Zhiliang Liu received the B.S. degree in School of Electrical and Information Engineering, Southwest University for Nationalities, Chengdu, in 2006. He visited University of Alberta as a visiting scholar from 2009 to 2011. He got his Ph.D. degree on June 2013 from the School of Automation Engineering, University of Electronic Science and Technology of China, Chengdu.
Research Interest
08 Condition Monitoring and Fault Diagnosis
Publications
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Zhiliang Liu*, Ming J. Zuo, Xiaomin Zhao, and Hongbing Xu. An analytical approach to fast parameter selection of Gaussian RBF kernel for support vector machine. Journal of Information Science and Engineering, 31(2): 691-710, 2015.
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Zhiliang Liu*, Ming J. Zuo, and Yong Qin. Remaining useful life prediction of rolling element bearings based on health state assessment. Proceedings of the Institution of Mechanical Engineers, Part C, Journal of Mechanical Engineering Science, 230(2): 314–330, 2016.
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Zhiliang Liu*. Fast kernel feature ranking using class separability for big data mining. Journal of Supercomputing, 72(8): 3057–3072, 2016.
