Zexun Chen

Multivariate Gaussian and Student-t process regression for multi-output prediction

Zexun Chen, Bo Wang, Alexander N. Gorban · Neural Computing and Applications · 2019 · 101 citations · Full text

How priors of initial hyperparameters affect Gaussian process regression models

Zexun Chen, Bo Wang · Neurocomputing · 2017 · 97 citations · Full text

Uncertainty Quantification, Gaussian Process, Statistical Inference +4

A large-scale sensor missing data imputation framework for dams using deep learning and transfer learning strategy

Yangtao Li, Tengfei Bao, Hao Chen et al. · Measurement · 2021 · 83 citations

Artificial Intelligence, Engineering, Machine Learning +7

A missing sensor measurement data reconstruction framework powered by multi-task Gaussian process regression for dam structural health monitoring systems

Yangtao Li, Tengfei Bao, Zexun Chen et al. · Measurement · 2021 · 61 citations

Monitoring Technology, Engineering, Sensors +10

A Hybrid Model Integrating Principal Component Analysis, Fuzzy C-Means, and Gaussian Process Regression for Dam Deformation Prediction

Yangtao Li, Tengfei Bao, Xiaosong Shu et al. · Arabian Journal for Science and Engineering · 2020 · 41 citations

Gaussian Process Regression, Fuzzy Logic, Engineering +13