Modified gradient algorithm for total least square filtering. - Xiangyu Kong 002; Chongzhao Han; Ruixuan Wei (Neurocomputing, 2006)

A Self-Stabilizing Neural Algorithm for Total Least Squares Filtering. - Xiangyu Kong 002; Chang-Hua Hu; Chongzhao Han (Neural Process. Lett., 2009)

A self-stabilizing MSA algorithm in high-dimension data stream. - Xiangyu Kong 002; Changhua Hu; Chongzhao Han (Neural Networks, 2010)

On the discrete-time dynamics of a class of self-stabilizing MCA extraction algorithms. - Xiangyu Kong 002; Changhua Hu; Chongzhao Han (IEEE Trans. Neural Networks, 2010)

Identifying nonstationary Jamming Signal via Lagrangian Coherent Structures. - Hong-Guang Ma 001; Qin-Bo Jiang; Xiangyu Kong 002; Zhi-Qiang Liu; Zhi-Yuan Ma (Int. J. Bifurc. Chaos, 2012)

Convergence analysis of deterministic discrete time system of a unified self-stabilizing algorithm for PCA and MCA. - Xiangyu Kong 002; Qiusheng An; Hongguang Ma 001; Chongzhao Han; Qi Zhang 035 (Neural Networks, 2012)

A Unified Self-Stabilizing Neural Network Algorithm for Principal and Minor Components Extraction. - Xiangyu Kong 002; Changhua Hu; Hongguang Ma 001; Chongzhao Han (IEEE Trans. Neural Networks Learn. Syst., 2012)

A Dual Purpose Principal and Minor Subspace Gradient Flow. - Xiangyu Kong 002; Changhua Hu; Chongzhao Han (IEEE Trans. Signal Process., 2012)

A Residual Storage Life Prediction Approach for Systems With Operation State Switches. - Xiao-Sheng Si; Chang-Hua Hu; Xiangyu Kong 002; Dong-Hua Zhou (IEEE Trans. Ind. Electron., 2014)

Convergence Analysis of Möller Algorithm for Estimating Minor Component. - Yingbin Gao; Xiangyu Kong 002; Changhua Hu; Huihui Zhang; Li'an Hou (Neural Process. Lett., 2015)

An Effective Neural Learning Algorithm for Extracting Cross-Correlation Feature Between Two High-Dimensional Data Streams. - Xiangyu Kong 002; Hongguang Ma 001; Qiusheng An; Qi Zhang 035 (Neural Process. Lett., 2015)

Adaptive Generalized Eigen-Pairs Extraction Algorithms and Their Convergence Analysis. - Xiaowei Feng; Xiangyu Kong 002; Zhansheng Duan; Hongguang Ma 001 (IEEE Trans. Signal Process., 2016)

A fast and effective principal singular subspace tracking algorithm. - Xiaowei Feng; Xiangyu Kong 002; Donghui Xu; Jianqiang Qin (Neurocomputing, 2017)

A weighted information criterion for multiple minor components and its adaptive extraction algorithms. - Yingbin Gao; Xiangyu Kong 002; Huihui Zhang; Li'an Hou (Neural Networks, 2017)

Unified and Coupled Self-Stabilizing Algorithms for Minor and Principal Eigen-pairs Extraction. - Xiaowei Feng; Xiangyu Kong 002; Hongguang Ma 001; Haomiao Liu (Neural Process. Lett., 2017)

A Novel Unified and Self-Stabilizing Algorithm for Generalized Eigenpairs Extraction. - Xiaowei Feng; Xiangyu Kong 002; Hongguang Ma 001; Xiaosheng Si (IEEE Trans. Neural Networks Learn. Syst., 2017)

A Generalized Information Criterion for Generalized Minor Component Extraction. - Yingbin Gao; Xiangyu Kong 002; Chang-Hua Hu; Li Hongzeng; Li'an Hou (IEEE Trans. Signal Process., 2017)

A Generalized Minor Component Extraction Algorithm and Its Analysis. - Li Hongzeng; Boyang Du; Xiangyu Kong 002; Yingbin Gao; Changhua Hu; Xuhao Bian (IEEE Access, 2018)

Quality-Related and Process-Related Fault Monitoring With Online Monitoring Dynamic Concurrent PLS. - Xiangyu Kong 002; Zehao Cao; Qiusheng An; Yingbin Gao; Boyang Du (IEEE Access, 2018)

An Adaptive Self-Stabilizing Algorithm for Minor Generalized Eigenvector Extraction and Its Convergence Analysis. - Yingbin Gao; Xiangyu Kong 002; Zhengxin Zhang; Li'an Hou (IEEE Trans. Neural Networks Learn. Syst., 2018)

Recursive-CPLS-Based Quality-Relevant and Process-Relevant Fault Monitoring With Application to the Tennessee Eastman Process. - Changhua Hu; Zhongying Xu; Xiangyu Kong 002; Jiayu Luo (IEEE Access, 2019)

Quality-Relevant Data-Driven Process Monitoring Based on Orthogonal Signal Correction and Recursive Modified PLS. - Xiangyu Kong 002; Jiayu Luo; Zhongying Xu; Li Hongzeng (IEEE Access, 2019)

Generalized Principal Component Analysis-Based Subspace Decomposition of Fault Deviations and Its Application to Fault Reconstruction. - Boyang Du; Xiangyu Kong 002; Xiaowei Feng (IEEE Access, 2020)

Novel Dual-Purpose Algorithm for Principal and Minor Component Analysis. - Zhongying Xu; Yingbin Gao; Xiangyu Kong 002 (IEEE Access, 2020)

Unified and Self-Stabilized Parallel Algorithm for Multiple Generalized Eigenpairs Extraction. - Xiangyu Kong 002; Boyang Du; Xiaowei Feng; Jiayu Luo (IEEE Trans. Signal Process., 2020)

An Effective Principal Singular Triplets Extracting Neural Network Algorithm. - Xiaowei Feng; Xiangyu Kong 002; Zhongying Xu; Boyang Du (Neural Process. Lett., 2021)

Adaptive LII-RMPLS based data-driven process monitoring scheme for quality-relevant fault detection. - Xiaowei Feng; Xiangyu Kong 002; Boyang Du; Jiayu Luo (J. Control. Decis., 2022)

On the Discrete-Time Dynamics of Cross-Coupled Hebbian Algorithm. - Xiao-Wei Feng; Xiangyu Kong 002; Chuan He 003; Donghui Xu (J. Comput. Sci. Technol., 2022)

Extraction of Reduced Fault Subspace Based on KDICA and Its Application in Fault Diagnosis. - Xiangyu Kong 002; Zhiyan Yang; Jiayu Luo; Li Hongzeng; Xi Yang (IEEE Trans. Instrum. Meas., 2022)

A General Quality-Related Nonlinear Process Monitoring Approach Based on Input-Output Kernel PLS. - Xiangyu Kong 002; Jiayu Luo; Xiaowei Feng; Meizhi Liu (IEEE Trans. Instrum. Meas., 2023)

Novel Parallel Multiple Minor Components Extraction Algorithm by Diagonal Matrix Method. - Yingbin Gao; Xiangyu Kong 002; Hai-Di Dong (Neural Process. Lett., 2023)

Process Monitoring and Fault Diagnosis Based on Multivariable Statistical Analysis - Xiangyu Kong 002; Jiayu Luo; Xiaowei Feng (Springer, 2024)

Novel reduced kernel independent component analysis for process monitoring. - Meizhi Liu; Xiangyu Kong 002; Jiayu Luo; Zhiyan Yang; Lei Yang (Trans. Inst. Meas. Control, 2024)

Orthogonal Multi-Block Dynamic PLS for Quality-Related Process Monitoring. - Changhua Hu; Jiayu Luo; Xiangyu Kong 002; Zhongying Xu (IEEE Trans Autom. Sci. Eng., 2024)

Adaptive Nonlinear Recursive Model Updating Method for Quality-Related Process Monitoring. - Jiayu Luo; Xiangyu Kong 002; Chaoli Zhang 002 (IEEE Trans Autom. Sci. Eng., 2025)

Semisupervised Kernel Independent Component Analysis and Its Application for Fault Diagnosis. - Xiangyu Kong 002; Meizhi Liu; Qi Zhang 035; Jiayu Luo; Chen Zhang (IEEE Trans. Instrum. Meas., 2025)

An Enhanced Kernel Partial Least-Squares Fault Reconstruction Fused With Pattern Classification. - Meizhi Liu; Xiangyu Kong 002; Changhua Hu; Li Hongzeng; Ziwen Wang (IEEE Trans. Control. Syst. Technol., 2025)