Funa Zhou

Deep learning fault diagnosis method based on global optimization GAN for unbalanced data

Funa Zhou, Shuai Yang, Hamido Fujita et al. · Knowledge-Based Systems · 2019 · 553 citations

Fault Diagnosis, Global Optimization Gan, Engineering +9

Differential feature based hierarchical PCA fault detection method for dynamic fault

Funa Zhou, Ju H. Park, Yajuan Liu · Neurocomputing · 2016 · 59 citations

Fault Diagnosis, Differential Feature, Engineering +7

Event‐triggered dissipative synchronization for Markovian jump neural networks with general transition probabilities

Yajuan Liu, Ju H. Park, Bao‐Zhu Guo et al. · International Journal of Robust and Nonlinear Control · 2018 · 57 citations

Time Delay System, Dissipative Synchronization Problem, Engineering +13

A Novel Multimode Fault Classification Method Based on Deep Learning

Funa Zhou, Yulin Gao, Chenglin Wen · Journal of Control Science and Engineering · 2017 · 56 citations · Full text

Fault Diagnosis, Engineering, Machine Learning +17

Transfer Learning Based Fault Diagnosis with Missing Data Due to Multi-Rate Sampling

Danmin Chen, Shuai Yang, Funa Zhou · Sensors · 2019 · 54 citations · Full text

Fault Diagnosis, Engineering, Machine Learning +17