Xiangyu Kong

Orcid: 0000-0003-2084-7826

Affiliations:
  • High-Tech Institute of Xi'an, China
  • Xi'an Jiaotong University, School of Electronic and Information Engineering, Xi'an, China (PhD 2005)


According to our database1, Xiangyu Kong authored at least 37 papers between 2006 and 2025.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Bibliography

2025
An Enhanced Kernel Partial Least-Squares Fault Reconstruction Fused With Pattern Classification.
IEEE Trans. Control. Syst. Technol., May, 2025

Semisupervised Kernel Independent Component Analysis and Its Application for Fault Diagnosis.
IEEE Trans. Instrum. Meas., 2025

Adaptive Nonlinear Recursive Model Updating Method for Quality-Related Process Monitoring.
IEEE Trans Autom. Sci. Eng., 2025

2024
Orthogonal Multi-Block Dynamic PLS for Quality-Related Process Monitoring.
IEEE Trans Autom. Sci. Eng., July, 2024

Novel reduced kernel independent component analysis for process monitoring.
Trans. Inst. Meas. Control, 2024

Process Monitoring and Fault Diagnosis Based on Multivariable Statistical Analysis
19, Springer, ISBN: 978-981-99-8774-0, 2024

2023
Novel Parallel Multiple Minor Components Extraction Algorithm by Diagonal Matrix Method.
Neural Process. Lett., December, 2023

A General Quality-Related Nonlinear Process Monitoring Approach Based on Input-Output Kernel PLS.
IEEE Trans. Instrum. Meas., 2023

2022
Extraction of Reduced Fault Subspace Based on KDICA and Its Application in Fault Diagnosis.
IEEE Trans. Instrum. Meas., 2022

On the Discrete-Time Dynamics of Cross-Coupled Hebbian Algorithm.
J. Comput. Sci. Technol., 2022

Adaptive LII-RMPLS based data-driven process monitoring scheme for quality-relevant fault detection.
J. Control. Decis., 2022

2021
An Effective Principal Singular Triplets Extracting Neural Network Algorithm.
Neural Process. Lett., 2021

2020
Unified and Self-Stabilized Parallel Algorithm for Multiple Generalized Eigenpairs Extraction.
IEEE Trans. Signal Process., 2020

Novel Dual-Purpose Algorithm for Principal and Minor Component Analysis.
IEEE Access, 2020

Generalized Principal Component Analysis-Based Subspace Decomposition of Fault Deviations and Its Application to Fault Reconstruction.
IEEE Access, 2020

2019
Quality-Relevant Data-Driven Process Monitoring Based on Orthogonal Signal Correction and Recursive Modified PLS.
IEEE Access, 2019

Recursive-CPLS-Based Quality-Relevant and Process-Relevant Fault Monitoring With Application to the Tennessee Eastman Process.
IEEE Access, 2019

2018
An Adaptive Self-Stabilizing Algorithm for Minor Generalized Eigenvector Extraction and Its Convergence Analysis.
IEEE Trans. Neural Networks Learn. Syst., 2018

Quality-Related and Process-Related Fault Monitoring With Online Monitoring Dynamic Concurrent PLS.
IEEE Access, 2018

A Generalized Minor Component Extraction Algorithm and Its Analysis.
IEEE Access, 2018

2017
A Generalized Information Criterion for Generalized Minor Component Extraction.
IEEE Trans. Signal Process., 2017

A Novel Unified and Self-Stabilizing Algorithm for Generalized Eigenpairs Extraction.
IEEE Trans. Neural Networks Learn. Syst., 2017

Unified and Coupled Self-Stabilizing Algorithms for Minor and Principal Eigen-pairs Extraction.
Neural Process. Lett., 2017

A weighted information criterion for multiple minor components and its adaptive extraction algorithms.
Neural Networks, 2017

A fast and effective principal singular subspace tracking algorithm.
Neurocomputing, 2017

2016
Adaptive Generalized Eigen-Pairs Extraction Algorithms and Their Convergence Analysis.
IEEE Trans. Signal Process., 2016

2015
An Effective Neural Learning Algorithm for Extracting Cross-Correlation Feature Between Two High-Dimensional Data Streams.
Neural Process. Lett., 2015

Convergence Analysis of Möller Algorithm for Estimating Minor Component.
Neural Process. Lett., 2015

2014
A Residual Storage Life Prediction Approach for Systems With Operation State Switches.
IEEE Trans. Ind. Electron., 2014

2012
A Dual Purpose Principal and Minor Subspace Gradient Flow.
IEEE Trans. Signal Process., 2012

A Unified Self-Stabilizing Neural Network Algorithm for Principal and Minor Components Extraction.
IEEE Trans. Neural Networks Learn. Syst., 2012

Convergence analysis of deterministic discrete time system of a unified self-stabilizing algorithm for PCA and MCA.
Neural Networks, 2012

Identifying nonstationary Jamming Signal via Lagrangian Coherent Structures.
Int. J. Bifurc. Chaos, 2012

2010
On the discrete-time dynamics of a class of self-stabilizing MCA extraction algorithms.
IEEE Trans. Neural Networks, 2010

A self-stabilizing MSA algorithm in high-dimension data stream.
Neural Networks, 2010

2009
A Self-Stabilizing Neural Algorithm for Total Least Squares Filtering.
Neural Process. Lett., 2009

2006
Modified gradient algorithm for total least square filtering.
Neurocomputing, 2006


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