Concepedia

Junhua Zheng

JZ

Statistics

Publications

20

Citations

572

H-Index

15

Active since

2002

Affiliations

Zhejiang University of Science and Technology(Current)

State Key Laboratory of Industrial Control Technology

Peng Cheng Laboratory

Huzhou University

Zhejiang University of Technology

Junhua Zheng is an author at Zhejiang University of Science and Technology specializing in engineering, machine learning, and data science.

Top concepts

EngineeringData ScienceMachine LearningStatisticsPattern RecognitionSystems EngineeringIndustrial EngineeringIndustrial InformaticsBusinessData Mining

Publications per year

2002–2025

20

Publications

20

Semisupervised learning for probabilistic partial least squares regression model and soft sensor application

Junhua Zheng, Zhihuan Song · Journal of Process Control · 2018 · 91 citations

Engineering, Machine Learning, Soft Sensor Application +8

Probabilistic learning of partial least squares regression model: Theory and industrial applications

Junhua Zheng, Zhihuan Song, Zhiqiang Ge · Chemometrics and Intelligent Laboratory Systems · 2016 · 71 citations

Industrial Applications, Engineering, Machine Learning +11

Semi-Supervised Deep Dynamic Probabilistic Latent Variable Model for Multimode Process Soft Sensor Application

Le Yao, Bingbing Shen, Linlin Cui et al. · IEEE Transactions on Industrial Informatics · 2022 · 66 citations

Engineering, Machine Learning, Industrial Engineering +16

Mixture modeling for industrial soft sensor application based on semi-supervised probabilistic PLS

Junhua Zheng, Zhihuan Song · Journal of Process Control · 2019 · 40 citations

Mixture Distribution, Engineering, Machine Learning +10

Ensemble semi-supervised Fisher discriminant analysis model for fault classification in industrial processes

Junhua Zheng, Hong-Jian Wang, Zhihuan Song et al. · ISA Transactions · 2019 · 36 citations

Fault Diagnosis, Engineering, Machine Learning +10

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