人物履曆
學習經曆
2013— 2017新加坡國立大學工業系統工程管理博士
工作經曆
2020—至今:清華大學工業工程系副教授
2018—2020:清華大學工業工程系助理教授
2017—2018:新加坡管理大學信息系統學院博士後
主要成就
主要論文
8. Zhang, C., Chen, N. and Wu, J. (2019). Spatial Rank based High-dimensional Monitoring Through Random Projection, accepted, Journal of Quality Technology.
7. Zhang, C., Yan, H., Lee, S., and Shi, J. (2020). Dynamic Multivariate Functional data Modeling via Sparse Subspace Learning, accepted, Technometrics (2017 INFORMS Data Mining Section Best Paper Award).
6. Zhang, C., and Chen, N. (2018). Statistical Analysis of Simulation Outputs from Parallel Computing, ACM Transactions on Modeling and Computer Simulation (TOMACS), 28(3), 21-35.
5. Zhang, C., Yan, H., Lee, S., and Shi, J. (2018). Multichannel Profile Monitoring based on Sparse Multichannel Functional Principal Component Analysis, IISE Transactions, 50:10, 878-891(2016 INFORMS Quality, Statistics, and Reliability Section Best Student Poster Award).
4. Zhang, C., Yan, H., Lee, S., and Shi, J. (2017). Multiple Profiles Sensor-Based Monitoring and Anomaly Detection, accepted, Journal of Quality Technology, 50:4, 344-362.
3. Zhang, C., Lei, Y., Zhang, L., Chen N. (2017). Modeling Tunnel Profile in Presence of Coordinate Errors: A Gaussian Process Based Approach, IISE Transactions, 49(11), 1065-1077.
2. Zhang, C., Chen, N., and Li, Z. (2016). State Space Modeling of Autocorrelated Multivariate Poisson Counts, IISE Transactions, 49(5), 518-531.
1. Zhang, C., Chen, N., and Zou, C. (2016). Robust Multivariate Control Chart Based on Goodness-of-fit Test, Journal of Quality Technology, 48(2), 139-161.
人才培養
講授課程
本科生:機器學習與大數據、工程經濟學
研究生:高等質量管理
榮譽表彰
美國質量協會(ASQ)Brumbaugh Award,2019
IISE Transactions最佳論文獎,2018
管理科學與運籌學會(INFORMS)數據挖掘(DM)分會最佳論文獎,2017
管理科學與運籌學會(INFORMS)質量統計可靠性(QSR)分會最佳學生展闆獎,2016
社會任職
管理科學與運籌學會會員。