Feifan Shen

Quality Prediction Modeling for Industrial Processes Using Multiscale Attention-Based Convolutional Neural Network

Xiaofeng Yuan, Lingfeng Huang, Lingjian Ye et al. · IEEE Transactions on Cybernetics · 2024 · 111 citations

Convolutional Neural Network, Engineering, Machine Learning +21

Attention-Based Interval Aided Networks for Data Modeling of Heterogeneous Sampling Sequences With Missing Values in Process Industry

Xiaofeng Yuan, Nuo Xu, Lingjian Ye et al. · IEEE Transactions on Industrial Informatics · 2023 · 96 citations

Engineering, Machine Learning, Industrial Engineering +21

Variable Correlation Analysis-Based Convolutional Neural Network for Far Topological Feature Extraction and Industrial Predictive Modeling

Xiaofeng Yuan, Yichen Wang, Chen Wang et al. · IEEE Transactions on Instrumentation and Measurement · 2024 · 68 citations

Geometric Learning, Convolutional Neural Network, Engineering +17

A Multistep Sequence-to-Sequence Model With Attention LSTM Neural Networks for Industrial Soft Sensor Application

Lianwei Ma, Yuan Zhao, Bin Wang et al. · IEEE Sensors Journal · 2023 · 66 citations

Sequence Modelling, Engineering, Machine Learning +14

Dynamic Process Monitoring Based on Variational Bayesian Canonical Variate Analysis

Jiaxin Yu, Lingjian Ye, Le Zhou et al. · IEEE Transactions on Systems Man and Cybernetics Systems · 2021 · 49 citations

Engineering, Dynamic Process Monitoring, Process Safety +16