Qingqiang Sun

A Survey on Deep Learning for Data-Driven Soft Sensors

Qingqiang Sun, Zhiqiang Ge · IEEE Transactions on Industrial Informatics · 2021 · 548 citations

Convolutional Neural Network, Industrial Informatics, Engineering +11

Gated Stacked Target-Related Autoencoder: A Novel Deep Feature Extraction and Layerwise Ensemble Method for Industrial Soft Sensor Application

Qingqiang Sun, Zhiqiang Ge · IEEE Transactions on Cybernetics · 2020 · 157 citations

Soft Sensor Model, Convolutional Neural Network, Engineering +15

Deep Learning for Industrial KPI Prediction: When Ensemble Learning Meets Semi-Supervised Data

Qingqiang Sun, Zhiqiang Ge · IEEE Transactions on Industrial Informatics · 2020 · 131 citations

Semi-supervised Learning, Stacked Ae, Machine Learning +15

Probabilistic Sequential Network for Deep Learning of Complex Process Data and Soft Sensor Application

Qingqiang Sun, Zhiqiang Ge · IEEE Transactions on Industrial Informatics · 2018 · 107 citations

Artificial Intelligence, Engineering, Machine Learning +19

A novel network for semantic segmentation of landslide areas in remote sensing images with multi-branch and multi-scale fusion

Kai Wang, Daojie He, Qingqiang Sun et al. · Applied Soft Computing · 2024 · 21 citations