Changliang Zou

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 16

Top Topics

Automatic Model Selection

Generalized Linear

Dimensional Data

Top Venues

Qual. Reliab. Eng. Int.

Comput. Ind. Eng.

J. Multivar. Anal.

Publications

Hui Chen, Yinxu Jia, Guanghui Wang, Changliang Zou
Uncertainty Quantification for Data-Driven Change-Point Learning via Cross-Validation. AAAI (2024)
Yajie Bao, Yuyang Huo, Haojie Ren, Changliang Zou
CAP: A General Algorithm for Online Selective Conformal Prediction with FCR Control. CoRR (2024)
Jing Meng, Long Feng, Changliang Zou, Zhaojun Wang
Covariate-Assisted Matrix Completion with Multiple Structural Breaks. J. Syst. Sci. Complex. 37 (2) (2024)
Junfeng Cui, Guanghui Wang, Changliang Zou, Zhaojun Wang
Change-point testing for parallel data sets with FDR control. Comput. Stat. Data Anal. 182 (2023)
Guanghui Wang, Changliang Zou, Peihua Qiu
Data-Driven Determination of the Number of Jumps in Regression Curves. Technometrics 64 (3) (2022)
Yifan Zhang, Haiyan Jiang, Haojie Ren, Changliang Zou, Dejing Dou
AutoMS: Automatic Model Selection for Novelty Detection with Error Rate Control. NeurIPS (2022)
Chengde Qian, Quoc Tran-Dinh, Sheng Fu, Changliang Zou, Yufeng Liu
Robust multicategory support matrix machines. Math. Program. 176 (1-2) (2019)
Peihua Qiu, Xuemin Zi, Changliang Zou
Nonparametric Dynamic Curve Monitoring. Technometrics 60 (3) (2018)
Wenwan Yang, Changliang Zou, Zhaojun Wang
Nonparametric Profile Monitoring using Dynamic Probability Control Limits. Qual. Reliab. Eng. Int. 33 (5) (2017)
Alireza Shadman, Changliang Zou, Hashem Mahlooji, Arthur B. Yeh
A change point method for Phase II monitoring of generalized linear profiles. Commun. Stat. Simul. Comput. 46 (1) (2017)
Abed Motasemi, Adel Alaeddini, Changliang Zou
An Area-based Methodology for the Monitoring of General Linear Profiles. Qual. Reliab. Eng. Int. 33 (1) (2017)
Guanghui Wang, Zhaojun Wang, Changliang Zou
Comparison of a large number of regression curves. J. Multivar. Anal. 162 (2017)
Xiaobei Shen, Kwok-Leung Tsui, Changliang Zou, William H. Woodall
Self-Starting Monitoring Scheme for Poisson Count Data With Varying Population Sizes. Technometrics 58 (4) (2016)
Kamran Paynabar, Changliang Zou, Peihua Qiu
A Change-Point Approach for Phase-I Analysis in Multivariate Profile Monitoring and Diagnosis. Technometrics 58 (2) (2016)
Yang Li, Zhaojun Wang, Changliang Zou
A simpler spatial-sign-based two-sample test for high-dimensional data. J. Multivar. Anal. 149 (2016)
Nan Chen, Xuemin Zi, Changliang Zou
A Distribution-Free Multivariate Control Chart. Technometrics 58 (4) (2016)
Alireza Shadman, Hashem Mahlooji, Arthur B. Yeh, Changliang Zou
A Change Point Method for Monitoring Generalized Linear Profiles in Phase I. Qual. Reliab. Eng. Int. 31 (8) (2015)
Chi Zhang, Fugee Tsung, Changliang Zou
A general framework for monitoring complex processes with both in-control and out-of-control information. Comput. Ind. Eng. 85 (2015)
Jiajia Zhang, Haojie Ren, Rui Yao, Changliang Zou, Zhaojun Wang
Phase I analysis of multivariate profiles based on regression adjustment. Comput. Ind. Eng. 85 (2015)
Changliang Zou, Zhaojun Wang, Xuemin Zi, Wei Jiang
An Efficient Online Monitoring Method for High-Dimensional Data Streams. Technometrics 57 (3) (2015)
Amirhossein Amiri, Changliang Zou, Mohammad Hadi Doroudyan
Monitoring Correlated Profile and Multivariate Quality Characteristics. Qual. Reliab. Eng. Int. 30 (1) (2014)
Longcheen Huwang, Yi-Hua Tina Wang, Shuhan Xue, Changliang Zou
Monitoring general linear profiles using simultaneous confidence sets schemes. Comput. Ind. Eng. 68 (2014)
Guanghui Wang, Changliang Zou, Zhaojun Wang
A necessary test for complete independence in high dimensions using rank-correlations. J. Multivar. Anal. 121 (2013)
Changliang Zou, Xin Chen
On the consistency of coordinate-independent sparse estimation with BIC. J. Multivar. Anal. 112 (2012)
Guan Yu, Changliang Zou, Zhaojun Wang
Outlier Detection in Functional Observations With Applications to Profile Monitoring. Technometrics 54 (3) (2012)
Long Feng, Changliang Zou, Zhaojun Wang
Local Walsh-average regression. J. Multivar. Anal. 106 (2012)
Changliang Zou, Xianghui Ning, Fugee Tsung
LASSO-based multivariate linear profile monitoring. Ann. Oper. Res. 192 (1) (2012)
Changliang Zou, Fugee Tsung
A Multivariate Sign EWMA Control Chart. Technometrics 53 (1) (2011)
Jiujun Zhang, Changliang Zou, Zhaojun Wang
A New Chart for Detecting the Process Mean and Variability. Commun. Stat. Simul. Comput. 40 (5) (2011)
Changliang Zou, Wei Jiang, Fugee Tsung
A LASSO-Based Diagnostic Framework for Multivariate Statistical Process Control. Technometrics 53 (3) (2011)
Jiujun Zhang, Changliang Zou, Zhaojun Wang
An adaptive Shiryaev-Roberts procedure for monitoring dispersion. Comput. Ind. Eng. 61 (4) (2011)
Peihua Qiu, Changliang Zou, Zhaojun Wang
Nonparametric Profile Monitoring by Mixed Effects Modeling. Technometrics 52 (3) (2010)
Peihua Qiu, Changliang Zou, Zhaojun Wang
Rejoinder. Technometrics 52 (3) (2010)
Jiujun Zhang, Changliang Zou, Zhaojun Wang
A control chart based on likelihood ratio test for monitoring process mean and variability. Qual. Reliab. Eng. Int. 26 (1) (2010)
Lihui Shi, Changliang Zou, Zhaojun Wang, Kailash C. Kapur
A new variable sampling control scheme at fixed times for monitoring the process dispersion. Qual. Reliab. Eng. Int. 25 (8) (2009)
Changliang Zou, Fugee Tsung, Yukun Liu
A Change Point Approach for Phase I Analysis in Multistage Processes. Technometrics 50 (3) (2008)
Changliang Zou, Fugee Tsung, Zhaojun Wang
Monitoring Profiles Based on Nonparametric Regression Methods. Technometrics 50 (4) (2008)
Changliang Zou, Zhaojun Wang, Fugee Tsung
Monitoring autocorrelated processes using variable sampling schemes at fixed-times. Qual. Reliab. Eng. Int. 24 (1) (2008)
Changliang Zou, Fugee Tsung, Zhaojun Wang
Monitoring General Linear Profiles Using Multivariate Exponentially Weighted Moving Average Schemes. Technometrics 49 (4) (2007)