Dingliang Chen

Gated Dual Attention Unit Neural Networks for Remaining Useful Life Prediction of Rolling Bearings

Yi Qin, Dingliang Chen, Sheng Xiang et al. · IEEE Transactions on Industrial Informatics · 2020 · 251 citations

Engineering, Machine Learning, Life Prediction +16

Health indicator construction by quadratic function-based deep convolutional auto-encoder and its application into bearing RUL prediction

Dingliang Chen, Yi Qin, Yi Wang et al. · ISA Transactions · 2020 · 165 citations

Convolutional Neural Network, Image Analysis, Machine Learning +8

Remaining useful life prediction of bearings by a new reinforced memory GRU network

Jianghong Zhou, Yi Qin, Dingliang Chen et al. · Advanced Engineering Informatics · 2022 · 142 citations

Engineering, Life Prediction, Civil Engineering +6

A systematic study on attribute reduction with rough sets based on general binary relations

C WANG, Chunlei Wu, Dingliang Chen · Information Sciences · 2008 · 122 citations

Rough Sets, Engineering, Data Science +9

Unsupervised Health Indicator Construction by a Novel Degradation-Trend-Constrained Variational Autoencoder and Its Applications

Yi Qin, Jianghong Zhou, Dingliang Chen · IEEE/ASME Transactions on Mechatronics · 2021 · 108 citations

Engineering, Machine Learning, Life Prediction +16