Weiming Shao

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 22

Top Topics

Ensemble Learning

Industrial Processes

Variational Bayes

Top Venues

IEEE Trans. Ind. Informatics

Publications

Yating Yao, Yupeng Xing, Ziteng Zuo, Chihang Wei, Weiming Shao
Virtual Sensing of Key Variables in the Hydrogen Production Process: A Comparative Study of Data-Driven Models. Sensors 24 (10) (2024)
Weiming Shao, Xu Li, Yupeng Xing, Junghui Chen
A mixture of shallow neural networks for virtual sensing: Could perform better than deep neural networks. Expert Syst. Appl. 256 (2024)
Zhisheng Lv, Delin Chen, Weiming Shao
Research and Development of a Multi-State Non-Invasive Monitoring System for Cluster Motors. IECON (2023)
Saite Fan, Xinmin Zhang, Zhihuan Song, Weiming Shao
Cumulative dual-branch network framework for long-tailed multi-class classification. Eng. Appl. Artif. Intell. 114 (2022)
Weiming Shao, Yougao Li, Wenxue Han, Dongya Zhao
Block-Wise Parallel Semisupervised Linear Dynamical System for Massive and Inconsecutive Time-Series Data With Application to Soft Sensing. IEEE Trans. Instrum. Meas. 71 (2022)
Weiming Shao, Zhiqiang Ge, Zhihuan Song
Semisupervised Bayesian Gaussian Mixture Models for Non-Gaussian Soft Sensor. IEEE Trans. Cybern. 51 (7) (2021)
Jingbo Wang, Weiming Shao, Xinmin Zhang, Zhihuan Song
Dynamic Variational Bayesian Student's T Mixture Regression With Hidden Variables Propagation for Industrial Inferential Sensor Development. IEEE Trans. Ind. Informatics 17 (8) (2021)
Le Yao, Weiming Shao, Zhiqiang Ge
Hierarchical Quality Monitoring for Large-Scale Industrial Plants With Big Process Data. IEEE Trans. Neural Networks Learn. Syst. 32 (8) (2021)
Chihang Wei, Weiming Shao, Zhihuan Song
Virtual Sensor Development for Multioutput Nonlinear Processes Based on Bilinear Neighborhood Preserving Regression Model With Localized Construction. IEEE Trans. Ind. Informatics 17 (4) (2021)
Weiming Shao, Zhiqiang Ge, Zhihuan Song
Bayesian Just-in-Time Learning and Its Application to Industrial Soft Sensing. IEEE Trans. Ind. Informatics 16 (4) (2020)
Kang Liu, Guoming Chen, Weiming Shao
An Efficient Modeling and Optimization Approach for Pressure Testing During Reentry Operation of Deepwater Drilling Riser System. IEEE Access 8 (2020)
Weiming Shao, Zhiqiang Ge, Zhihuan Song, Jingbo Wang
Semisupervised Robust Modeling of Multimode Industrial Processes for Quality Variable Prediction Based on Student's t Mixture Model. IEEE Trans. Ind. Informatics 16 (5) (2020)
Weiming Shao, Zhiqiang Ge, Le Yao, Zhihuan Song
Bayesian Nonlinear Gaussian Mixture Regression and its Application to Virtual Sensing for Multimode Industrial Processes. IEEE Trans Autom. Sci. Eng. 17 (2) (2020)
Weiming Shao, Zhiqiang Ge, Zhihuan Song
Soft-Sensor Development for Processes With Multiple Operating Modes Based on Semisupervised Gaussian Mixture Regression. IEEE Trans. Control. Syst. Technol. 27 (5) (2019)
Weiming Shao, Zhiqiang Ge, Zhihuan Song, Li Zhao
Nonlinear Inferential Sensor Development Based on GMM-ELM. ASCC (2019)
Jingbo Wang, Weiming Shao, Zhihuan Song
mixture regression. Neurocomputing 369 (2019)
Weiming Shao, Le Yao, Zhiqiang Ge, Zhihuan Song
Parallel Computing and SGD-Based DPMM For Soft Sensor Development With Large-Scale Semisupervised Data. IEEE Trans. Ind. Electron. 66 (8) (2019)
Weiming Shao, Hongwei Zhang, Zhihuan Song
Robust Supervised Probabilistic Factor Analysis and Its Application to Industrial Soft Sensor Modeling. IEEE Access 7 (2019)
Jingbo Wang, Weiming Shao, Zhihuan Song
Robust Soft Sensing for Multi-mode Processes Based on Bayesian Regularized Student's-t Mixture Regression. ASCC (2019)
Weiming Shao, Sheng Chen, Chris J. Harris
Adaptive Soft Sensor Development for Multi-Output Industrial Processes Based on Selective Ensemble Learning. IEEE Access 6 (2018)
Jingbo Wang, Weiming Shao, Zhihuan Song
Mixture Regression-Based Robust Soft Sensor Development for Multimode Industrial Processes. Sensors 18 (11) (2018)
Weiming Shao, Xuemin Tian
Semi-supervised selective ensemble learning based on distance to model for nonlinear soft sensor development. Neurocomputing 222 (2017)