Concepedia

Xianchao Xiu

XX

15

Publications

439

Citations

14

H-Index

2020

Active since

Affiliations

Shanghai University(Current)

Peking University

Sun Yat-sen University

Beijing Jiaotong University

State Key Laboratory of Turbulence and Complex Systems

Xianchao Xiu is an author at Shanghai University specializing in engineering, computer science, and data science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningProcess ControlSystems EngineeringBusinessDeep LearningPattern RecognitionData Mining

Publications per year

2020–2024

15

Publications

15

A Survey on Deep Transfer Learning and Beyond

Fuchao Yu, Xianchao Xiu, Yunhui Li · Mathematics · 2022 · 95 citations · Full text

Natural Language Processing, Engineering, Machine Learning +11

Data-Driven Process Monitoring Using Structured Joint Sparse Canonical Correlation Analysis

Xianchao Xiu, Ying Yang, Lingchen Kong et al. · IEEE Transactions on Circuits & Systems II Express Briefs · 2020 · 40 citations

Monitoring Performance, Engineering, Joint Sparsity +17

Laplacian regularized robust principal component analysis for process monitoring

Xianchao Xiu, Ying Yang, Lingchen Kong et al. · Journal of Process Control · 2020 · 40 citations

Engineering, Machine Learning, Pattern Recognition +6

A Data-Driven Modeling Method for Stochastic Nonlinear Degradation Process With Application to RUL Estimation

Yuhan Zhang, Ying Yang, He Li et al. · IEEE Transactions on Systems Man and Cybernetics Systems · 2021 · 37 citations

Engineering, Life Prediction, Rul Estimation +17

Deep Canonical Correlation Analysis Using Sparsity-Constrained Optimization for Nonlinear Process Monitoring

Xianchao Xiu, Zhonghua Miao, Ying Yang et al. · IEEE Transactions on Industrial Informatics · 2021 · 34 citations

Fault Diagnosis, Engineering, Machine Learning +19

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