Beitong Zhou

Remaining useful life prediction of lithium-ion batteries based on false nearest neighbors and a hybrid neural network

Guijun Ma, Yong Zhang, Cheng Cheng et al. · Applied Energy · 2019 · 334 citations

Engineering, Materials Engineering, Materials Science +17

Wasserstein distance based deep adversarial transfer learning for intelligent fault diagnosis with unlabeled or insufficient labeled data

Cheng Cheng, Beitong Zhou, Guijun Ma et al. · Neurocomputing · 2020 · 264 citations

Computing, Computer Science, Artificial Intelligence +15

Automatic multilabel electrocardiogram diagnosis of heart rhythm or conduction abnormalities with deep learning: a cohort study

Hongling Zhu, Cheng Cheng, Hang Yin et al. · The Lancet Digital Health · 2020 · 203 citations · Full text

Medicine, Cardiology, Computer Science +17

A GAN-Based Anomaly Detection Approach for Imbalanced Industrial Time Series

Wenqian Jiang, Beitong Zhou, Xin He et al. · IEEE Access · 2019 · 181 citations · Full text

Computing, Computer Science, Industrial Engineering +17

A recurrent neural network approach for remaining useful life prediction utilizing a novel trend features construction method

Sen Zhao, Yong Zhang, Shang Wang et al. · Measurement · 2019 · 156 citations · Full text

Computing, Data Science, Machine Learning +12