Zhiqiang Ge

Review of Recent Research on Data-Based Process Monitoring

Zhiqiang Ge, Zhihuan Song, Furong Gao · Industrial & Engineering Chemistry Research · 2013 · 950 citations

Engineering, Data Science, Systems Engineering +16

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 · 895 citations · Full text

Computing, Computer Science, Data Science +11

Review on data-driven modeling and monitoring for plant-wide industrial processes

Zhiqiang Ge · Chemometrics and Intelligent Laboratory Systems · 2017 · 622 citations

Engineering, Industrial Engineering, Systems Engineering +14

A Survey on Deep Learning for Data-Driven Soft Sensors

Qingqiang Sun, Zhiqiang Ge · IEEE Transactions on Industrial Informatics · 2021 · 603 citations

Computing, Computer Science, Data Science +15

Review and big data perspectives on robust data mining approaches for industrial process modeling with outliers and missing data

Jinlin Zhu, Zhiqiang Ge, Zhihuan Song et al. · Annual Reviews in Control · 2018 · 299 citations

Computing, Data Science, Industrial Engineering +16