Shifu Yan

Neural network aided approximation and parameter inference of non-Markovian models of gene expression

Qingchao Jiang, Xiaoming Fu, Shifu Yan et al. · Nature Communications · 2021 · 148 citations · Full text

Local–Global Modeling and Distributed Computing Framework for Nonlinear Plant-Wide Process Monitoring With Industrial Big Data

Qingchao Jiang, Shifu Yan, Hui Cheng et al. · IEEE Transactions on Neural Networks and Learning Systems · 2020 · 117 citations

Fault Diagnosis, Engineering, Machine Learning +24

Data-Driven Two-Dimensional Deep Correlated Representation Learning for Nonlinear Batch Process Monitoring

Qingchao Jiang, Shifu Yan, Xuefeng Yan et al. · IEEE Transactions on Industrial Informatics · 2019 · 71 citations

Fault Diagnosis, Engineering, Machine Learning +17

Design teacher and supervised dual stacked auto-encoders for quality-relevant fault detection in industrial process

Shifu Yan, Xuefeng Yan · Applied Soft Computing · 2019 · 51 citations

Fault Diagnosis, Design Teacher, Machine Learning +12

Using Labeled Autoencoder to Supervise Neural Network Combined with <i>k</i>-Nearest Neighbor for Visual Industrial Process Monitoring

Shifu Yan, Xuefeng Yan · Industrial & Engineering Chemistry Research · 2019 · 39 citations

Engineering, Machine Learning, Neural Network +20