PhD in Industrial and Operations Engineering
University of Michigan, 1997
Chair Professor
Thrust of Data Science and Analytics
Thrust of Computational Media and Arts
Department of Industrial Engineering and Decision Analytics
Associate Director
HKUST-HKPC Joint Research Lab for Industrial AI and Robotics
Research and industrializaton of intelligent ceramic production line management and analysis platform: topic# 1 Multi-stage process monitoring and optimization based on big data analytics and machine learning, FSNH – Nanhai People’s Government of Foshan, 2021 -, Leading.
Research and industrializaton of intelligent ceramic production line management and analysis platform: topic# 2 Information and Control Systems in Industrial loT: Design and Optimization, FSNH – Nanhai People’s Government of Foshan, 2021 -, Participating.
智慧型陶瓷产线管理与分析平台的研究及产业化/基于大数据分析与机器学习的多阶段工序智能监控与优化, 佛山市香港科技大学LED-FPD工程技术研究开发中心, 2021 -, Leading.
Profile monitoring and diagnosis using statistical transfer learning techniques, GRF – RGC – General Research Fund, 2020 -, Participating.
Trial: A Big Data Trial Scheme for Smart Transportation Crowd Monitoring, ITC – Innovation and Technology Commission, 2019 – 2021, Leading.
Service Quality Big Data Platform Integrating Customer Satisfaction Index and Online Text Mining, ITC – Innovation and Technology Commission, 2019 – 2021, Leading.
Statistical Transfer Learning with Applications to Quality Control and Monitoring , GRF – RGC – General Research Fund, 2019 -, Leading.
Collaboration with CAST, CAST – The China Academy of Space Technology, 2012 -, Leading.
Collaboration with CAST, GMGS – UGC – Government’s Matching Grant Scheme, 2012 – 2021, Leading.
……
Changliang Zou, Fu-gee Tsung, Zhaojun Wang. 2007. Monitoring general linear profiles using multivariate exponentially weighted moving average schemes. Technometrics. 49(4), 395-408.
Kaijie Zhu, Rachel Q. Zhang, and Fugee Tsung. 2007. Pushing quality improvement along supply chains. Management science. 53(3), 421-436.
Hui Yang, Soundar Kumara, Satish T.S. Bukkapatnam, and Fugee Tsung. 2019. The internet of things for smart manufacturing: A review. IISE transactions. 51(11), 1190-1216.
Ruixiang Sun, and Fugee Tsung. 2003. A kernel-distance-based multivariate control chart using support vector methods. International Journal of Production Research. 41(13), 2975-2989.
Changliang Zou, Fugee Tsung, and Zhaojun Wang. 2008. Monitoring profiles based on nonparametric regression methods. Technometrics. 50(4), 512-526.
Changliang Zou, and Fugee Tsung. 2011. A multivariate sign EWMA control chart. Technometrics. 53(1), 84-97.
Kaibo Wang, and Fugee Tsung. 2005. Using profile monitoring techniques for a data‐rich environment with huge sample size. Quality and reliability engineering international. 21(7), 677-688.
J. P. C. Tong, Fu-gee Tsung, and Benjamin PC Yen. 2004. A DMAIC approach to printed circuit board quality improvement. The International Journal of Advanced Manufacturing Technology. 23, 523-531.
Dong Han, and Fugee Tsung. 2006. A reference-free cuscore chart for dynamic mean change detection and a unified framework for charting performance comparison. Journal of the American Statistical Association. 101(473), 368-386.
Thuntee Sukchotrat, Seoung Bum Kim, and Fugee Tsung. 2009. One-class classification-based control charts for multivariate process monitoring. IIE transactions. 42(2), 107-120.
Daniel W. Apley, and Fugee Tsung. 2002. The autoregressive T 2 chart for monitoring univariate autocorrelated processes. Journal of Quality Technology. 34(1), 80-96.
Changliang Zou, and Fugee Tsung. 2010. Likelihood ratio-based distribution-free EWMA control charts. Journal of Quality Technology. 42(2), 174-196.
Changliang Zou, Chunguang Zhou, Zhaojun Wang, and Fugee Tsung. 2007. A self-starting control chart for linear profiles. Journal of Quality Technology. 39(4), 364-375.
Yi Zhao, Fugee Tsung, and Zhaojun Wang. 2005. Dual CUSUM control schemes for detecting a range of mean shifts. IIE transactions. 37(11), 1047-1057.
Fugee Tsung, Yanting Li, and Ming Jin. 2008. Statistical process control for multistage manufacturing and service operations: a review and some extensions. International Journal of Services Operations and Informatics. 3(2), 191-204.
Yanjing Ou, Zhang Wu, and Fugee Tsung. 2012. A comparison study of effectiveness and robustness of control charts for monitoring process mean. International journal of production economics. 135(1), 479-490.
Changliang Zou, Xianghui Ning, and Fugee Tsung. 2012. LASSO-based multivariate linear profile monitoring. Annals of operations research. 192, 3-19.
Liming Xiang, and Fugee Tsung. 2008. Statistical monitoring of multi-stage processes based on engineering models. IIE transactions. 40(10), 957-970.
Changliang Zou, Wei Jiang, and Fugee Tsung. 2011. A LASSO-based diagnostic framework for multivariate statistical process control. Technometrics. 53(3), 297-309.
Changliang Zou, Zhaojun Wang, and Fugee Tsung. 2012. A spatial rank‐based multivariate EWMA control chart. Naval Research Logistics (NRL). 59(2), 91-110.
Doctor of Philosophy:
Doctor of Philosophy (c0-supervision):
Doctor of Philosophy:
Ziyue LI
Zhenli SONG