Xiaofeng Yuan

Deep Learning-Based Feature Representation and Its Application for Soft Sensor Modeling With Variable-Wise Weighted SAE

Xiaofeng Yuan, Biao Huang, Yalin Wang et al. · IEEE Transactions on Industrial Informatics · 2018 · 608 citations

Convolutional Neural Network, Engineering, Machine Learning +18

Nonlinear Dynamic Soft Sensor Modeling With Supervised Long Short-Term Memory Network

Xiaofeng Yuan, Lin Li, Yalin Wang · IEEE Transactions on Industrial Informatics · 2019 · 508 citations

Nonlinear System Identification, Recurrent Neural Network, Engineering +14

Deep Learning With Spatiotemporal Attention-Based LSTM for Industrial Soft Sensor Model Development

Xiaofeng Yuan, Lin Li, Yuri A.W. Shardt et al. · IEEE Transactions on Industrial Electronics · 2020 · 463 citations

Artificial Intelligence, Engineering, Machine Learning +17

A novel deep learning based fault diagnosis approach for chemical process with extended deep belief network

Yalin Wang, Zhuofu Pan, Xiaofeng Yuan et al. · ISA Transactions · 2019 · 390 citations

Fault Diagnosis, Engineering, Machine Learning +10

Hierarchical Quality-Relevant Feature Representation for Soft Sensor Modeling: A Novel Deep Learning Strategy

Xiaofeng Yuan, Jiao Zhou, Biao Huang et al. · IEEE Transactions on Industrial Informatics · 2019 · 274 citations

Convolutional Neural Network, Deep Neural Networks, Machine Vision +15