Xuemin Tian

Publication Activity (10 Years)

Years Active: 2006-2019
Publications (10 Years): 13

Top Topics

Imbalanced Datasets

Component Analysis

Industrial Process

Fault Detection

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Xiaogang Deng, Xuemin Tian, Sheng Chen, Chris J. Harris
Deep Principal Component Analysis Based on Layerwise Feature Extraction and Its Application to Nonlinear Process Monitoring. IEEE Trans. Control. Syst. Technol. 27 (6) (2019)
Xiaogang Deng, Xuemin Tian, Sheng Chen, Chris J. Harris
Nonlinear Process Fault Diagnosis Based on Serial Principal Component Analysis. IEEE Trans. Neural Networks Learn. Syst. 29 (3) (2018)
Hanyuan Zhang, Xuemin Tian, Xiaogang Deng, Yuping Cao
Multiphase batch process with transitions monitoring based on global preserving statistics slow feature analysis. Neurocomputing 293 (2018)
Lianfang Cai, Xuemin Tian, Sheng Chen
Monitoring Nonlinear and Non-Gaussian Processes Using Gaussian Mixture Model-Based Weighted Kernel Independent Component Analysis. IEEE Trans. Neural Networks Learn. Syst. 28 (1) (2017)
Weiming Shao, Xuemin Tian
Semi-supervised selective ensemble learning based on distance to model for nonlinear soft sensor development. Neurocomputing 222 (2017)
Xiaogang Deng, Xuemin Tian, Sheng Chen, Chris J. Harris
Deep learning based nonlinear principal component analysis for industrial process fault detection. IJCNN (2017)
Hanyuan Zhang, Xuemin Tian, Xiaogang Deng
Batch Process Monitoring Based on Multiway Global Preserving Kernel Slow Feature Analysis. IEEE Access 5 (2017)
Yuping Cao, Yongping Hu, Xiaogang Deng, Xuemin Tian
Quality-Relevant Batch Process Fault Detection Using a Multiway Multi-Subspace CVA Method. IEEE Access 5 (2017)
Ni Zhang, Xuemin Tian, Lianfang Cai, Xiaogang Deng
Process fault detection based on dynamic kernel slow feature analysis. Comput. Electr. Eng. 41 (2015)
Xuemin Tian, Lianfang Cai, Sheng Chen
Noise-resistant joint diagonalization independent component analysis based process fault detection. Neurocomputing 149 (2015)
Lixing Chen, Xuemin Tian, Lianfang Cai
FIM-Based Pairwise Selection for Active Learning on Imbalanced Datasets. SMC (2015)
Ruiqin Shi, Xuemin Tian, Xudong Zhao, Xiaolong Zheng
-Gain Analysis for Switched Delay Positive Systems with Stable and Unstable Subsystems. Circuits Syst. Signal Process. 34 (5) (2015)
Xiushan Jiang, Xuemin Tian, Weihai Zhang
Exact observability canonical forms of stochastic time-invariant systems based on ℋ-representation technique. ICIA (2015)
Lianfang Cai, Xuemin Tian, Sheng Chen
A process monitoring method based on noisy independent component analysis. Neurocomputing 127 (2014)
Yinxue Zhang, Xuemin Tian, Peng Ren
An adaptive bilateral filter based framework for image denoising. Neurocomputing 140 (2014)
Lianfang Cai, Xuemin Tian, Honglong Chen
Nonlinear Process Fault Diagnosis Using Kernel ICA and Improved FDA. ALCOSP (2013)
Xiaogang Deng, Xuemin Tian
Nonlinear process fault pattern recognition using statistics kernel PCA similarity factor. Neurocomputing 121 (2013)
Xuemin Tian, Chun-ming Li, Sheng Chen
Guaranteed cost control of linear uncertain time-delay switched singular systems based on an LMI approach. Int. J. Model. Identif. Control. 17 (2) (2012)
Xuemin Tian, Gongquan Chen, Sheng Chen
A data-based approach for multivariate model predictive control performance monitoring. Neurocomputing 74 (4) (2011)
Yinxue Zhang, Xuemin Tian, Xiaogang Deng, Yuping Cao
Seismic denoising based on modified BP neural network. ICNC (2010)
Xuemin Tian, Ling Tu, Minghui Yang, Sheng Chen
Inferential control with the aid of modified QPLS-based soft sensor for an industrial FCCU fractionator. Int. J. Model. Identif. Control. 11 (1/2) (2010)
Xuemin Tian, Xiaoling Zhang, Xiaogang Deng, Sheng Chen
Multiway kernel independent component analysis based on feature samples for batch process monitoring. Neurocomputing 72 (7-9) (2009)
Ping Wang, Xuemin Tian
A hybrid DE-SQP algorithm with switching procedure for dynamic optimization. CDC (2009)
Zhenhua Sun, Xuemin Tian, Ping Wang
A novel signals splitting method for intermittent sampling in deficient period. ISKE (2008)
Chengwei Dai, Shuang-Hua Yang, Xuemin Tian, Bokai Xia
Reference Model Based Maintenance of Control System Performance for Industrial Processes. ICNSC (2007)
Xuemin Tian, Bokai Xia, Zuojun Yu, Shuang-Hua Yang
Non-linear Dynamic Data Reconciliation For Industrial Processes. SMC (2006)