Zhihuan Song

Data Mining and Analytics in the Process Industry: The Role of Machine Learning

Zhiqiang Ge, Zhihuan Song, Steven X. Ding et al. · IEEE Access · 2017 · 869 citations · Full text

Engineering, Machine Learning, Computer Analysis +20

Dust model intercomparison (DMIP) study over Asia: Overview

Itsushi Uno, Zheng Wang, Mirei Chiba et al. · Journal of Geophysical Research Atmospheres · 2006 · 246 citations · Full text

Dmip Study, Environmental Monitoring, Engineering +19

Improved kernel PCA-based monitoring approach for nonlinear processes

Zhiqiang Ge, Chunjie Yang, Zhihuan Song · Chemical Engineering Science · 2009 · 199 citations

Nonlinear Processes, Engineering, Process Monitoring +6

Weighted Linear Dynamic System for Feature Representation and Soft Sensor Application in Nonlinear Dynamic Industrial Processes

Xiaofeng Yuan, Yalin Wang, Chunhua Yang et al. · IEEE Transactions on Industrial Electronics · 2017 · 175 citations

Engineering, Machine Learning, Industrial Engineering +22

Semi-supervised fault classification based on dynamic Sparse Stacked auto-encoders model

Li Jiang, Zhiqiang Ge, Zhihuan Song · Chemometrics and Intelligent Laboratory Systems · 2017 · 123 citations

Fault Diagnosis, Engineering, Machine Learning +9