Junhua Zheng

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 14

Top Topics

Ensemble Selection

Dynamic Bayesian Networks

Top Venues

IEEE Trans. Instrum. Meas.

Eng. Appl. Artif. Intell.

IEEE Trans. Ind. Informatics

IFAC J. Syst. Control.

Publications

Junhua Zheng, Zeyu Yang, Zhiqiang Ge
Deep Residual Principal Component Analysis as Feature Engineering for Industrial Data Analytics. IEEE Trans. Instrum. Meas. 73 (2024)
Junhua Zheng, Lingquan Zeng, Zeyu Yang, Zhiqiang Ge
Additive dynamic Bayesian networks for enhanced feature learning in soft sensor modeling. Eng. Appl. Artif. Intell. 136 (2024)
Junhua Zheng, Lingjian Ye, Zhiqiang Ge
Laplacian regularization of linear regression model for semi-supervised industrial soft sensor development. Expert Syst. Appl. 254 (2024)
Ruikun Zhai, Junhua Zheng, Zhihuan Song, Zhiqiang Ge
Reliable Soft Sensors With an Inherent Process Graph Constraint. IEEE Trans. Ind. Informatics 20 (6) (2024)
Le Yao, Bingbing Shen, Linlin Cui, Junhua Zheng, Zhiqiang Ge
Semi-Supervised Deep Dynamic Probabilistic Latent Variable Model for Multimode Process Soft Sensor Application. IEEE Trans. Ind. Informatics 19 (4) (2023)
Junhua Zheng, Yangxuan Liu, Yi Liu, Beiping Hou, Yuan Yao, Le Zhou
Semi-Supervised Process Data Regression and Application Based on Latent Factor Analysis Model. IEEE Trans. Instrum. Meas. 72 (2023)
Lingquan Zeng, Junhua Zheng, Le Yao, Zhiqiang Ge
Dynamic Bayesian Networks for Feature Learning and Transfer Applications in Remaining Useful Life Estimation. IEEE Trans. Instrum. Meas. 72 (2023)
Zeyu Yang, Junhua Zheng, Zhiqiang Ge
Lifelong Bayesian Learning Machines for Streaming Industrial Big Data. IEEE Trans. Syst. Man Cybern. Syst. 53 (3) (2023)
Xiaoyu Jiang, Junhua Zheng, Xinzhen Zhuang, Zhiqiang Ge
Ensemble Data Augmentation for Imbalanced Fault Diagnosis. IEEE Trans. Instrum. Meas. 72 (2023)
Junhua Zheng, Yue Liu, Zhiqiang Ge
Dynamic ensemble selection based improved random forests for fault classification in industrial processes. IFAC J. Syst. Control. 20 (2022)
Junhua Zheng, Jingbing Li, Jing Liu, Mengxing Huang, Yen-Wei Chen, Uzair Aslam Bhatti
A novel convolution kernel-based robust watermarking scheme applied in medical image. Int. J. Wirel. Mob. Comput. 22 (3/4) (2022)
Siteng Chen, Jinxi Xiang, Xiyue Wang, Jun Zhang, Sen Yang, Junzhou Huang, Wei Yang, Junhua Zheng, Xiao Han
Pan-cancer computational histopathology reveals tumor mutational burden status through weakly-supervised deep learning. CoRR (2022)
Jian Chen, Michael C. Fu, Wenhong Zhang, Junhua Zheng
Predictive Modeling for Epidemic Outbreaks: A New Approach and COVID-19 Case Study. Asia Pac. J. Oper. Res. 37 (3) (2020)
Junhua Zheng, Jinlin Zhu, Guangjie Chen, Zhihuan Song, Zhiqiang Ge
Dynamic Bayesian network for robust latent variable modeling and fault classification. Eng. Appl. Artif. Intell. 89 (2020)