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2020 – today
- 2024
[j13]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: 108881 (2024)- [j12]Junhua Zheng, Lingjian Ye, Zhiqiang Ge:
Laplacian regularization of linear regression model for semi-supervised industrial soft sensor development. Expert Syst. Appl. 254: 124459 (2024) - [j11]Ruikun Zhai, Junhua Zheng, Zhihuan Song, Zhiqiang Ge:
Reliable Soft Sensors With an Inherent Process Graph Constraint. IEEE Trans. Ind. Informatics 20(6): 8798-8806 (2024) - [j10]Junhua Zheng, Zeyu Yang, Zhiqiang Ge:
Deep Residual Principal Component Analysis as Feature Engineering for Industrial Data Analytics. IEEE Trans. Instrum. Meas. 73: 1-10 (2024) - 2023
- [j9]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): 6056-6068 (2023) - [j8]Xiaoyu Jiang, Junhua Zheng, Xinzhen Zhuang, Zhiqiang Ge:
Ensemble Data Augmentation for Imbalanced Fault Diagnosis. IEEE Trans. Instrum. Meas. 72: 1-12 (2023) - [j7]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: 1-12 (2023) - [j6]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: 1-11 (2023) - [j5]Zeyu Yang, Junhua Zheng, Zhiqiang Ge:
Lifelong Bayesian Learning Machines for Streaming Industrial Big Data. IEEE Trans. Syst. Man Cybern. Syst. 53(3): 1554-1565 (2023) - 2022
- [j4]Junhua Zheng, Yue Liu, Zhiqiang Ge:
Dynamic ensemble selection based improved random forests for fault classification in industrial processes. IFAC J. Syst. Control. 20: 100189 (2022) - [j3]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): 290-299 (2022) - [i1]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 abs/2204.03257 (2022) - 2020
- [j2]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): 2050028:1-2050028:21 (2020) - [j1]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: 103475 (2020)
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