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郑俊华 封面图

郑俊华 (Junhua Zheng)

Zhejiang University of Science and Technology

15H指数
51论文数
660被引数
收录论文 37
发表时间
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ABIGX: A Unified Framework for Explainable Fault Detection and ClassificationABIGX：一种用于可解释故障检测与分类的统一框架
errIEEE Transactions on Pattern Analysis and Machine Intelligence
IF18.6
err2026-04-30
err0
PREAI
errYue Zhuo; Jinchuan Qian; Junhua Zheng; Xiaoyu Jiang; Zhihuan Song; Duxin Chen; Wenwu Yu; Zhiqiang Ge
err分享
err收藏
Mixup Deep Features for Augmented Predictive Data-driven Modeling and Quality Analytics in Chemical Industrial Processes混合深度特征用于化学工业过程中的增强预测数据驱动建模和质量分析
errChemometrics and Intelligent Laboratory Systems
IF3.8
err2026-04-27
err0
PREAI
errJunhua Zheng; Feng Sun; Zeyu Yang; Lingjian Ye; Zhiqiang Ge
err分享
err收藏
Multi-view Collaborative Deep Information Fusion Framework for Complex Industrial Process Monitoring多视图协同深度信息融合框架用于复杂工业过程监控
errJournal of Industrial Information Integration
IF11.6
err2026-04-05
err0
PREAI
errJunhua Zheng; Le Zhou; Lingjian Ye; Zhiqiang Ge
err分享
err收藏
Multilevel Deep PLS Model for Key Performance Indicators Prediction in Plant-Wide Industrial Processes多层级深度PLS模型在厂区级工业过程中的关键性能指标预测
errIEEE Transactions on Instrumentation and Measurement
IF5.9
err2026-03-26
err0
PREAI
errJunhua Zheng; Lingjian Ye; Zhiqiang Ge; Li Sun
err分享
err收藏
Ensemble self-training deep partial least squares models for stable semi-supervised predictive learning and data analytics集成自训练深度偏最小二乘模型用于稳定的半监督预测学习和数据分析
errIFAC Journal of Systems and Control
IF1.8
err2026-01-01
err0
PREAI
errZheng, Junhua; Ge, Zhiqiang; Sun, Li
err分享
err收藏
Semi-Supervised Data Distillation for Deep Soft Sensing in Industrial Cyber-Physical Systems工业信息物理系统中深度软测量数据的半监督知识蒸馏
errIEEE Transactions on Industrial Cyber-Physical Systems
IF0
err2026-01-01
err0
PREAI
errGe, Zhiqiang; Zheng, Junhua; Sun, Li
err分享
err收藏
When Just-In-Time Learning Meets Deep Learning: An Industrial Quality Prediction Practice on Deep Partial Least Squares Model当Just-In-Time Learning与Deep Learning相遇：基于Deep Partial Least Squares模型的工业质量预测实践
errChemometrics and Intelligent Laboratory Systems
IF3.8
err2025-10-27
err0
PREAI
errJunhua Zheng; Zeyu Yang; Zhiqiang Ge
err分享
err收藏
Bagging deep residual principal component analysis for ensemble industrial process monitoring结合深度残差主成分分析的集成工业过程监控
errProcess Safety and Environmental Protection
IF7.8
err2025-10-12
err0
PREAI
errJunhua Zheng; Xinyu Liu; Zeyu Yang; Zhiqiang Ge
err分享
err收藏
Deep extraction and augmentation of non-Gaussian data features for multimode industrial process monitoring非高斯数据特征的深度提取与增强在多模态工业过程监测中的应用
errCHEMICAL ENGINEERING SCIENCE
IF4.3
err2025-06-01
err0
PREAI
errZheng, Junhua; Yang, Zeyu; Ge, Zhiqiang
err分享
err收藏
Advances in Bayesian networks for industrial process analytics: Bridging data and mechanisms工业过程分析中的贝叶斯网络进展：连接数据与机制
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2025-05-01
err1
PREAI
errZheng, Junhua; Zhuo, Yue; Jiang, Xiaoyu; Zeng, Lingquan
err分享
err收藏
Local deep learning of principal component regression model for spectroscopic calibration of time-varying spectra data
errMEASUREMENT
IF5.6
err2025-04-01
err0
PREAI
errZheng, Junhua; Zhou, Hansong; Liu, Xinyu; Yang, Zeyu; Ge, Zhiqiang
err分享
err收藏
Semi-supervised convolutional generative adversarial networks for dynamic fault classification with manifold regularization
errPROCESS SAFETY AND ENVIRONMENTAL PROTECTION
IF7.8
err2025-01-01
err0
PREAI
errZheng, Junhua; Wang, Jian; Ye, Lingjian; Zhuo, Yue
err分享
err收藏
Deep Latent Variable Predictive Modeling With Online Bayesian Soft Attention Mechanism
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2025-01-01
err0
PREAI
errZheng, Junhua; Ye, Lingjian; Ge, Zhiqiang
err分享
err收藏
Robust Adversarial Attacks on Imperfect Deep Neural Networks in Fault Classification
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2024-12-01
err0
PREAI
errJiang, Xiaoyu; Kong, Xiangyin; Zheng, Junhua; Ge, Zhiqiang; Zhang, Xinmin; Song, Zhihuan
err分享
err收藏
Spectra data calibration based on deep residual modeling of independent component regression
errCHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
IF3.8
err2024-12-01
err0
PREAI
errZheng, Junhua; Yang, Zeyu; Ge, Zhiqiang
err分享
err收藏
Laplacian regularization of linear regression model for semi-supervised industrial soft sensor development
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-11-01
err0
PREAI
errZheng, Junhua; Ye, Lingjian; Ge, Zhiqiang
err分享
err收藏
Semi-supervised process monitoring based on self-training PCA model
errPROCESS SAFETY AND ENVIRONMENTAL PROTECTION
IF7.8
err2024-07-01
err3
PREAI
errZheng, Junhua; Ye, Lingjian; Ge, Zhiqiang
err分享
err收藏
Reliable Soft Sensors With an Inherent Process Graph Constraint
errIEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS
IF9.9
err2024-06-01
err3
PREAI
errZhai, Ruikun; Zheng, Junhua; Song, Zhihuan; Ge, Zhiqiang
err分享
err收藏
A Systematic Monitoring Framework Utilizing Dynamic Bayesian Network in Plant-Wide Processes
errIEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT
IF5.9
err2024-01-01
err0
PREAI
errChen, Guangjie; Zhou, Le; Zheng, Junhua; Liu, Yi; Song, Zhihuan
err分享
err收藏
Leveraging Transfer Learning for Data Augmentation in Fault Diagnosis of Imbalanced Time-Frequency Images利用迁移学习进行不平衡时频图像故障诊断中的数据增强
errIEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING
IF6.4
err2024-01-01
err1
PREAI
errJiang, Xiaoyu; Zheng, Junhua; Chen, Ziyi; Ge, Zhiqiang; Song, Zhihuan; Ma, Xiaoguang
err分享
err收藏

研究方向

数据驱动建模与应用，工业大数据，人工智能系统与应用
合作学者
合作期刊
葛
葛志强 (Zhiqiang Ge)
H 指数: 62 · 论文数: 319
汪建 封面图
汪建 (Jian Wang)
H 指数: 55 · 论文数: 1.0K
宋执环 封面图
宋执环 (Zhihuan Song)
H 指数: 52 · 论文数: 353
W
Wei Liu
H 指数: 44 · 论文数: 481
孙
孙立 (Li Sun)
H 指数: 43 · 论文数: 463
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