王凯波,博士,博士生导师,清华大学工业工程系教授,万科公共卫生与健康学院党委书记,教育部高等学校工业工程类专业教指委秘书长,中国机械工程学会工业工程分会副主任委员。2006年在香港科技大学获得博士学位(工业工程与工程管理学),2007年加入清华大学。曾任清华大学研究生院副院长、工业工程系副主任、万科公共卫生与健康学院副院长等。主要研究方向为质量管理与质量控制、工业大数据分析等。教授本科生《试验设计》,《质量管理与质量控制》,研究生《高等质量管理学》、《应用统计学》,及《工程管理中的定量分析方法》等课程。
王凯波博士2017年担任INFORMS学会质量、统计与可靠性(QSR)分会主席,2016年担任INFORMS年会QSR分会Cluster Chair。他现在是IISE Transactions的Department Editor,Journal of Quality Technology、Quality Engineering等期刊的Editorial Review Board,以及多个期刊的副主编。他是IISE及ASQ资深会员,INFORMS的会员。
Dr. Kaibo Wang, Ph.D., Professor, Chairman of the Council of Vanke School of Public Health, Tsinghua University, Secretary-General of the Industrial Engineering Specialty Education Steering Committee of the Ministry of Education, and Deputy Director of the Industrial Engineering Branch of the Chinese Mechanical Engineering Society. He was the Vice Dean of the Graduate School of Tsinghua University, Vice Chair of the Department of Industrial Engineering, Vice Dean of Vanke School of Public Health. He received his Ph.D. in Industrial Engineering and Engineering Management from Hong Kong University of Science and Technology, Hong Kong. His research focuses on statistical quality control and data-driven system modelling, monitoring, diagnosis and control, with a special emphasis on the integration of engineering knowledge and statistical theories for solving problems from the real industry. He has published more than 50 peer reviewed papers in journals such as Journal of Quality Technology, IISE Transactions, Quality and Reliability Engineering International, IEEE Transactions on Automation Science and Engineering, and others. He was the Chair of the Quality, Statistics and Reliability (QSR) Section of INFORMS in 2017, Cluster Chair of QSR at INFORMS 2016 Annual Meeting, and the Chair of the 2nd Sino-US Research Conference on Quality, Analytics and Innovations. He is now serving as a Department Editor for IISE Transactions; he is also on the Editor Review Board of Journal of Quality Technology, and an associate editor for multiple journals. He is a senior member of IISE and ASQ, and member of INFORMS.
61. | Yichun Wang, Kaibo Wang(2024) "IPAD: Iterative Prediction And Decomposition for Sparse Anomaly Detection in Video with Non-Low-Rank Background", Quality and Reliability Engineering International. Accepted. | | |
60. | Jun Xu, Jie Zhou, Kaibo Wang(2024) "Bayesian Online Change Detection of Multimode Processes With Application to Wind Turbines", IEEE Transactions on Instrumentation & Measurement. Published online. | | |
59. | Luo Yang, Kaibo Wang, Jie Zhou(2024) "Multimode high-dimensional time series clustering and monitoring for wind turbine SCADA data", Quality and Reliability Engineering International. Published online. https://onlinelibrary.wiley.com/doi/10.1002/qre.3626 | | |
58. | Luo Yang, Fugee Tsung, Kaibo Wang, Jie Zhou(2024) "Wind Power Forecasting Based on a Spatial-Temporal Graph Convolution Network with Limited Engineering Knowledge", IEEE Transactions on Instrumentation & Measurement, 73, 1-13, Art no. 9002113, doi: 10.1109/TIM.2024.3374321. | | |
57. | Hao Wu, Qiao Liang, and Kaibo Wang(2023) "Modeling and Monitoring Multilayer Attributed Weighted Directed Networks via a Generative Model", IISE Transactions, 56(8), 902–914. | | |
56. | Jun Xu, Jie Zhou, Xiaofang Huang, and Kaibo Wang (2024) "Change Point Detection of Multimode Processes Considering Both Mode Transitions and Parameter Changes", IISE Transactions, 56(12), 1263-1278. | | |
55. | Dengyu Li and Kaibo Wang (2024) "Structural Learning of Functional Directed Graphical Models with Incomplete Signals", Communications in Statistics - Simulation and Computation, 53(12), 6490-6511. | | |
54. | Dengyu Li and Kaibo Wang (2023) "Multi-Node System Modeling and Monitoring with Extended Directed Graphical Models", Journal of Quality Technology, 56(1), 38–55. |  | |
53. | Qiao Liang, Shyam Ranganathan, Kaibo Wang, & Xinwei Deng (2023) "JST-RR Model: Joint Modeling of Ratings and Reviews in Sentiment-Topic Prediction", Technometrics, 65(1), 57-69. | | |
52. | Peiyao Liu, Juan Du, Yangyang Zang, Chen Zhang & Kaibo Wang (2022) "In-profile monitoring for cluster-correlated data in advanced manufacturing system", Journal of Quality
Technology, 55(2), 195–219. |  | |
51. | Luo Yang & Kaibo Wang (2022) "Imputation of continuous missing values in profile data", Quality and Reliability Engineering International, 38, 3644-3662 |  | |
50. | Hao Wu, Kaibo Wang and Lei Xu (2022) "How can age-based vaccine allocation strategies be optimized? A multi-objective optimization framework", Frontiers in Public Health. 2022 Sep 8;10:934891 |  |  |
49. | Dengyu Li, Kaibo Wang (2022) "A Multisource Domain Adaptation Method for Quality Prediction in Small-Batch Production Systems", International Journal of Production Research. 60(20), 6268-6281 |  |  |
48. | Hang Dong, Kaibo Wang (2022) "Interaction Event Network Modeling based on Temporal Point Process", IISE Transactions, 54(7), 630-642. DOI: 10.1080/24725854.2021.1906468 |  |  |
47. | Qiao Liang, Kaibo Wang (2022) "Ratings Meet Reviews in the Monitoring of Online Products and Services", Journal of Quality Technology. 54(2), 197-214. |  |  |
46. | Jun Xu, Zhenglin Liang, Yanfu Li, & Kaibo Wang (2021) "Generalized condition-based maintenance optimization for multi-component systems considering stochastic dependency and imperfect maintenance", Reliability Engineering & System Safety, 211, 107592. |  | |
45. | Hao Wang, Qiong Zhang, Kaibo Wang and Xinwei Deng (2020) "A Statistics-Guided Approach to Dimensional Quality Characterization of Free-Form Surfaces with an Application to 3D Printing", Quality Engineering. 32(4), 721-7. DOI: 10.1080/08982112.2020.1740258. |  | |
44. | Hang Dong, Nan Chen, Kaibo Wang (2020) "Modeling and Change Detection for Count-weighted Multi-layer Networks", Technometrics. 62:2, 184-195. |  |  |
43. | Qiao Liang, Kaibo Wang (2020) "Distributed Outlier Detection in Hierarchically Structured Datasets with Mixed Attributes", Quality Technology & Quantitative Management. 17(3), 337-353. |  |  |
42. | Qiao Liang, Kaibo Wang (2019) "Monitoring of User-Generated Reviews via a Sequential Reverse Joint Sentiment-Topic Model", Quality and Reliability Engineering International. 35, 1180-1199. |  |  |
41. | Yangyang Zang, Kaibo Wang (2019) "Robust Profile Alignment Based on Penalized-Spline Smoothing", International Journal of Production Research. 57(10), 2966-2983. |  |  |
40. | Hang Dong, Nan Chen, Kaibo Wang (2017) "Wafer Yield Prediction using Derived Spatial Variables", Quality and Reliability Engineering International. 33, 2327-2342. |  |  |
39. | Hao Wang, Bo Li, Seung Hoon Tong, In-Kap Chang, Kaibo Wang (2018)"A Discrete Spatial Model for Wafer Yield Prediction", Quality Engineering. 30(2), 169-182. DOI:
10.1080/08982112.2017.1328063 |  |  |
38. | Yangyang Zang, Bo Li, Kaibo Wang, Ran Jin (2016)"Unaligned Profile Monitoring using Penalized Methods", Quality and Reliability Engineering International. 32, 2761-2776. |  |  |
37. | Jialing Tao, Kaibo Wang, Bo Li, Liang Liu, Qi Cai (2016) "Hierarchical Models for the Spatial Temporal Carbon Nanotube Height Variations", International Journal of Production Research. 54(21), 6613-6632. |  |  |
36. | Hongyue Sun, Xinwei Deng, Kaibo Wang, Ran Jin(2016) "Logistic Regression for Crystal Growth Process Modeling through Hierarchical Nonnegative Garrote based Variable Selection", IIE Transactions. 28(8), 787-796. |  | |
35. | Bao, L., Huang, Q., and Wang, K.(2016) "Robust Parameter Design for Profile Quality Control", Quality and Reliability Engineering International, 32, 1059-1070. |  |  |
34. | Wang, K., Jiang, W., and Li, B. (2016) "A Spatial Variable Selection Method for Monitoring Product Surface", International Journal of Production Research, 54(14), 4161-4181. | |  |
33. | Wang, X., Wu, Su., Wang, K., Deng, X., Liu, L., and Cai, Q. (2016) "A Spatial Calibration Model for Nanotube Film
Quality Prediction", IEEE Transactions on Automation Science and Engineering, 13(2), 903-917. | |  |
32. | Zhang, L., Wang, K. and Chen, N. (2016) "Monitoring Wafer Geometric Quality using Additive Gaussian Processes", IIE Transactions, 48(1), 1-15. | | |
31. | Wang, X., Wu, S., and Wang, K. (2015) "A Run-to-Run Profile Control Algorithm for Improving the Flatness of Nano-Scale Products", IEEE Transactions on Automation Science and Engineering, 12(1), 192-203. |  |  |
30. | He, F., Xie, H. and Wang, K. (2015) "Optimal Setup Adjustment and Control of a Process under ARMA Disturbances", IIE Transactions, 47(3), 230-244. |  | |
29. | Wang, K., Yeh, A. and Li, B. (2014) "Simultaneous Monitoring of Process Mean Vector and Covariance Matrix via Penalized Likelihood Estimation", Computational Statistics and Data Analysis, 78, 206-217. |  | |
28. | Dai, C., Wang, K. and Jin, R. (2014) "Monitoring Profile Trajectories with Dynamic Time Warping Alignment", Quality and Reliability Engineering International, 30: 815-827. |  |  |
27. | Wang, A., Wang, K. and Tsung, F. (2014) "Statistical Surface Monitoring by Spatial-Structure Modeling", Journal of Quality Technology, 46(4), 359–376. |  |  |
26. | Bao, L., Wang, K. and Wu, T. (2014) "A Run-to-Run Controller for Product Surface Quality Improvement", International Journal of Production Research, 52(15), 4469-4487. |  |  |
25. | Zhang, J., Li, W., Wang, K., and Jin, R. (2014) "Process Adjustment with an Asymmetric Quality Loss Function", Journal of Manufacturing Systems, 33, 159-165. |  | |
24. | Bao, L., Wang, K. and Jin, R. (2014) "A Hierarchical Model for Characterizing Spatial Wafer Variations", International Journal of Production Research, 52(6), 1827-1842. |  |  |
23. | Wang, K. and Dai, C. (2014) "A Mixed-Effect Model for Analyzing Experiments with Multistage Processes", Quality Technology & Quantitative Management, 11(4), 491-511. |  |  |
22. | Zhou, X., Wang, K. and Zhao, L. (2014) "Variable-Selection-based Epidemic Disease Diagnosis", Communications in Statistics - Simulation and Computation, 43(7), 1595-1610. |  |  |
21. | Wang, K. and Lin, J. (2013) "A Run-to-Run Control Algorithm Based on Timely and Delayed Mixed-Resolution Information", International Journal of Production Research, 51(15), 4704-4717. |  |  |
20. | Han, K. and Wang, K. (2013) "Coordination and Control of Batch-based Multistage Processes", Journal of Manufacturing Systems, 32: 372-381 |  |  |
19. | Wang, K. and Han, K. (2013) "A Batch-based Run-to-Run Process Control Scheme for Semiconductor Manufacturing", IIE Transactions, 45(6): 658-669. |  | |
18. | Li, B., Wang, K. and Yeh, A. (2013), "Monitoring the Covariance Matrix via Penalized Likelihood Estimation", IIE Transactions 45(2), 132-146. |  | |
17. | Yeh, A., Li, B. and Wang, K. (2012), "Monitoring Multivariate Process Variability with Individual Observations via Penalized Likelihood Estimation", International Journal of Production Research, 50(22), 6624-6638. |  | |
16. | Jiang, W., Wang, K. and Tsung, F. (2012). "A Variable-Selection-based Multivariate EWMA Chart for Process Monitoring and Diagnosis." Journal of Quality Technology 44(3), 209-230. |  |  |
15. | Lin J. and Wang, K. (2012). "A Bayesian Framework for Online Parameter Estimation and Process Adjustment using Categorical Observations." IIE Transactions 44, 291-300. |  | |
14. | Lin J. and Wang, K. (2011). "Online Parameter Estimation and Run-to-Run Process Adjustment Using Categorical Observations." International Journal of Production Research 49(13): 4103-4117. |  | |
13. | Wang, K. and Tsung, F. (2010). "Recursive Parameter Estimation for Categorical Process Control." International Journal of Production Research 48(5): 1381-1394. |  | |
12. | Han, D., Tsung, F., Li, Y. and Wang, K. (2010). "A Nonlinear Filter Control Chart for Detecting Dynamic Changes." Statistica Sinica 20: 1077-1096. |  | |
11. | Wang, K. and Tsung, F. (2009). "An Adaptive Dimension Reduction Scheme for Monitoring Feedback Controlled Processes." Quality and Reliability Engineering International 25: 283–298. |  | |
10. | Wang, K. and Jiang, W. (2009). "High-Dimensional Process Monitoring and Fault Isolation via Variable Selection." Journal of Quality Technology 41(3): 247-258. |  | |
9. | Shang, Y., Wang, K. and Tsung, F. (2009). "An Improved Run-to-Run Process Control Scheme for Categorical Observations with Misclassification Errors." Quality and Reliability Engineering International 25: 397-407. |  | |
8. | Lu, J. C., Jeng, S. L. and Wang, K. (2009). "A Review of Statistical Methods for Quality Improvement and Control in Nanotechnology." Journal of Quality Technology 41(2): 148-164. |  | |
7. | He, F., Wang, K. and Jiang, W. (2009). "A General Harmonic Rule Controller for Run-to-Run Process Control." IEEE Transactions on Semiconductor Manufacturing 22(2): 232-244. |  | |
6. | Wang, K. and Tsung, F. (2008). "An Adaptive T2 Chart for Monitoring Dynamic Systems." Journal of Quality Technology 40: 109-123. |  | |
5. | Wang, K. and Tsung, F. (2007). "Run-to-Run Process Adjustment Using Categorical Observations." Journal of Quality Technology 39(4): 312-325. |  | |
4. | Wang, K. and Tsung, F. (2007). "Monitoring Feedback-Controlled Processes Using Adaptive T2 Schemes." International Journal of Production Research 45(23): 5601-5619. |  | |
3. | Jeng, S. L., Lu, J. C. and Wang, K. (2007). "A Review of Reliability Research on Nanotechnology." IEEE Transactions on Reliability 56(3): 401-410. |  | |
2. | Han, D., Tsung, F., Hu, X. and Wang, K. (2007). "CUSUM and EWMA Multi-Charts for Detecting a Range of Mean Shifts." Statistica Sinica 17(3): 1139-1164. |  | |
1. | Wang, K. and Tsung, F. (2005). "Using Profile Monitoring Techniques for a Data-rich Environment with Huge Sample Size." Quality and Reliability Engineering International 21: 677-688. |  | |
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