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Xiangyu Kong 0002
Person information
- affiliation: High-Tech Institute of Xi'an, China
- affiliation (PhD 2005): Xi'an Jiaotong University, School of Electronic and Information Engineering, Xi'an, China
Other persons with the same name
- Xiangyu Kong (aka: Xiang-Yu Kong) — disambiguation page
- Xiangyu Kong 0001
— University of Exeter, Department of Computer Science, Exeter, UK
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2020 – today
- 2025
- [j36]Jiayu Luo
, Xiangyu Kong
, Chaoli Zhang
:
Adaptive Nonlinear Recursive Model Updating Method for Quality-Related Process Monitoring. IEEE Trans Autom. Sci. Eng. 22: 13128-13138 (2025) - [j35]Meizhi Liu
, Xiangyu Kong
, Changhua Hu
, Li Hongzeng
, Ziwen Wang:
An Enhanced Kernel Partial Least-Squares Fault Reconstruction Fused With Pattern Classification. IEEE Trans. Control. Syst. Technol. 33(3): 1119-1124 (2025) - [j34]Xiangyu Kong
, Meizhi Liu
, Qi Zhang
, Jiayu Luo
, Chen Zhang
:
Semisupervised Kernel Independent Component Analysis and Its Application for Fault Diagnosis. IEEE Trans. Instrum. Meas. 74: 1-14 (2025) - 2024
- [b1]Xiangyu Kong, Jiayu Luo, Xiaowei Feng:
Process Monitoring and Fault Diagnosis Based on Multivariable Statistical Analysis. Springer 2024, ISBN 978-981-99-8774-0, pp. 1-300 - [j33]Changhua Hu
, Jiayu Luo
, Xiangyu Kong
, Zhongying Xu
:
Orthogonal Multi-Block Dynamic PLS for Quality-Related Process Monitoring. IEEE Trans Autom. Sci. Eng. 21(3): 3421-3434 (2024) - [j32]Meizhi Liu, Xiangyu Kong
, Jiayu Luo, Zhiyan Yang, Lei Yang:
Novel reduced kernel independent component analysis for process monitoring. Trans. Inst. Meas. Control 46(7): 1374-1387 (2024) - 2023
- [j31]Yingbin Gao, Xiangyu Kong
, Hai-Di Dong:
Novel Parallel Multiple Minor Components Extraction Algorithm by Diagonal Matrix Method. Neural Process. Lett. 55(7): 8947-8956 (2023) - [j30]Xiangyu Kong
, Jiayu Luo
, Xiaowei Feng
, Meizhi Liu
:
A General Quality-Related Nonlinear Process Monitoring Approach Based on Input-Output Kernel PLS. IEEE Trans. Instrum. Meas. 72: 1-12 (2023) - 2022
- [j29]Xiaowei Feng
, Xiangyu Kong, Boyang Du
, Jiayu Luo
:
Adaptive LII-RMPLS based data-driven process monitoring scheme for quality-relevant fault detection. J. Control. Decis. 9(4): 477-488 (2022) - [j28]Xiao-Wei Feng, Xiangyu Kong, Chuan He, Donghui Xu:
On the Discrete-Time Dynamics of Cross-Coupled Hebbian Algorithm. J. Comput. Sci. Technol. 37(1): 252-265 (2022) - [j27]Xiangyu Kong
, Zhiyan Yang
, Jiayu Luo
, Li Hongzeng
, Xi Yang
:
Extraction of Reduced Fault Subspace Based on KDICA and Its Application in Fault Diagnosis. IEEE Trans. Instrum. Meas. 71: 1-12 (2022) - 2021
- [j26]Xiaowei Feng, Xiangyu Kong
, Zhongying Xu, Boyang Du:
An Effective Principal Singular Triplets Extracting Neural Network Algorithm. Neural Process. Lett. 53(4): 2795-2811 (2021) - 2020
- [j25]Zhongying Xu
, Yingbin Gao
, Xiangyu Kong
:
Novel Dual-Purpose Algorithm for Principal and Minor Component Analysis. IEEE Access 8: 31530-31538 (2020) - [j24]Boyang Du
, Xiangyu Kong
, Xiaowei Feng
:
Generalized Principal Component Analysis-Based Subspace Decomposition of Fault Deviations and Its Application to Fault Reconstruction. IEEE Access 8: 34177-34186 (2020) - [j23]Xiangyu Kong
, Boyang Du
, Xiaowei Feng
, Jiayu Luo
:
Unified and Self-Stabilized Parallel Algorithm for Multiple Generalized Eigenpairs Extraction. IEEE Trans. Signal Process. 68: 3644-3659 (2020)
2010 – 2019
- 2019
- [j22]Xiangyu Kong, Jiayu Luo
, Zhongying Xu, Li Hongzeng
:
Quality-Relevant Data-Driven Process Monitoring Based on Orthogonal Signal Correction and Recursive Modified PLS. IEEE Access 7: 117934-117943 (2019) - [j21]Changhua Hu, Zhongying Xu, Xiangyu Kong, Jiayu Luo
:
Recursive-CPLS-Based Quality-Relevant and Process-Relevant Fault Monitoring With Application to the Tennessee Eastman Process. IEEE Access 7: 128746-128757 (2019) - 2018
- [j20]Li Hongzeng
, Boyang Du
, Xiangyu Kong, Yingbin Gao
, Changhua Hu, Xuhao Bian:
A Generalized Minor Component Extraction Algorithm and Its Analysis. IEEE Access 6: 36771-36779 (2018) - [j19]Xiangyu Kong, Zehao Cao
, Qiusheng An, Yingbin Gao
, Boyang Du
:
Quality-Related and Process-Related Fault Monitoring With Online Monitoring Dynamic Concurrent PLS. IEEE Access 6: 59074-59086 (2018) - [j18]Yingbin Gao
, Xiangyu Kong
, Zhengxin Zhang
, Li'an Hou:
An Adaptive Self-Stabilizing Algorithm for Minor Generalized Eigenvector Extraction and Its Convergence Analysis. IEEE Trans. Neural Networks Learn. Syst. 29(10): 4869-4881 (2018) - 2017
- [j17]Xiaowei Feng, Xiangyu Kong, Donghui Xu, Jianqiang Qin:
A fast and effective principal singular subspace tracking algorithm. Neurocomputing 267: 201-209 (2017) - [j16]Yingbin Gao, Xiangyu Kong, Huihui Zhang, Li'an Hou:
A weighted information criterion for multiple minor components and its adaptive extraction algorithms. Neural Networks 89: 1-10 (2017) - [j15]Xiaowei Feng, Xiangyu Kong, Hongguang Ma
, Haomiao Liu:
Unified and Coupled Self-Stabilizing Algorithms for Minor and Principal Eigen-pairs Extraction. Neural Process. Lett. 45(1): 197-222 (2017) - [j14]Xiaowei Feng, Xiangyu Kong
, Hongguang Ma
, Xiaosheng Si
:
A Novel Unified and Self-Stabilizing Algorithm for Generalized Eigenpairs Extraction. IEEE Trans. Neural Networks Learn. Syst. 28(12): 3032-3044 (2017) - [j13]Yingbin Gao, Xiangyu Kong, Chang-Hua Hu, Li Hongzeng, Li'an Hou:
A Generalized Information Criterion for Generalized Minor Component Extraction. IEEE Trans. Signal Process. 65(4): 947-959 (2017) - 2016
- [j12]Xiaowei Feng, Xiangyu Kong, Zhansheng Duan, Hongguang Ma
:
Adaptive Generalized Eigen-Pairs Extraction Algorithms and Their Convergence Analysis. IEEE Trans. Signal Process. 64(11): 2976-2989 (2016) - 2015
- [j11]Yingbin Gao, Xiangyu Kong, Changhua Hu, Huihui Zhang, Li'an Hou:
Convergence Analysis of Möller Algorithm for Estimating Minor Component. Neural Process. Lett. 42(2): 355-368 (2015) - [j10]Xiangyu Kong, Hongguang Ma
, Qiusheng An, Qi Zhang:
An Effective Neural Learning Algorithm for Extracting Cross-Correlation Feature Between Two High-Dimensional Data Streams. Neural Process. Lett. 42(2): 459-477 (2015) - 2014
- [j9]Xiao-Sheng Si
, Chang-Hua Hu, Xiangyu Kong, Dong-Hua Zhou:
A Residual Storage Life Prediction Approach for Systems With Operation State Switches. IEEE Trans. Ind. Electron. 61(11): 6304-6315 (2014) - 2012
- [j8]Hong-Guang Ma
, Qin-Bo Jiang, Xiangyu Kong, Zhi-Qiang Liu, Zhi-Yuan Ma:
Identifying nonstationary Jamming Signal via Lagrangian Coherent Structures. Int. J. Bifurc. Chaos 22(3) (2012) - [j7]Xiangyu Kong, Qiusheng An, Hongguang Ma
, Chongzhao Han, Qi Zhang:
Convergence analysis of deterministic discrete time system of a unified self-stabilizing algorithm for PCA and MCA. Neural Networks 36: 64-72 (2012) - [j6]Xiangyu Kong, Changhua Hu, Hongguang Ma
, Chongzhao Han:
A Unified Self-Stabilizing Neural Network Algorithm for Principal and Minor Components Extraction. IEEE Trans. Neural Networks Learn. Syst. 23(2): 185-198 (2012) - [j5]Xiangyu Kong, Changhua Hu, Chongzhao Han:
A Dual Purpose Principal and Minor Subspace Gradient Flow. IEEE Trans. Signal Process. 60(1): 197-210 (2012) - 2010
- [j4]Xiangyu Kong, Changhua Hu, Chongzhao Han:
A self-stabilizing MSA algorithm in high-dimension data stream. Neural Networks 23(7): 865-871 (2010) - [j3]Xiangyu Kong, Changhua Hu, Chongzhao Han:
On the discrete-time dynamics of a class of self-stabilizing MCA extraction algorithms. IEEE Trans. Neural Networks 21(1): 175-181 (2010)
2000 – 2009
- 2009
- [j2]Xiangyu Kong, Chang-Hua Hu, Chongzhao Han:
A Self-Stabilizing Neural Algorithm for Total Least Squares Filtering. Neural Process. Lett. 30(3): 257-271 (2009) - 2006
- [j1]Xiangyu Kong, Chongzhao Han, Ruixuan Wei:
Modified gradient algorithm for total least square filtering. Neurocomputing 70(1-3): 568-576 (2006)
Coauthor Index

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