Lingjian Ye

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

Quality Variable Prediction for Nonlinear Dynamic Industrial Processes Based on Temporal Convolutional Networks

Xiaofeng Yuan, Shuaibin Qi, Yalin Wang et al. · IEEE Sensors Journal · 2021 · 104 citations

Real-time Monitoring, Engineering, Machine Learning +23

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

Approximating Necessary Conditions of Optimality as Controlled Variables

Lingjian Ye, Yi Cao, Yingdao Li et al. · Industrial & Engineering Chemistry Research · 2012 · 65 citations