Zitong Zhou

LiftingNet: A Novel Deep Learning Network With Layerwise Feature Learning From Noisy Mechanical Data for Fault Classification

Jun Pan, Yanyang Zi, Jinglong Chen et al. · IEEE Transactions on Industrial Electronics · 2017 · 292 citations

Computing, Computer Science, Mechanical Engineering +17

Semi-supervised meta-learning networks with squeeze-and-excitation attention for few-shot fault diagnosis

Yong Feng, Jinglong Chen, Tianci Zhang et al. · ISA Transactions · 2021 · 240 citations

Computing, Computer Science, Machine Learning +8

End to end multi-task learning with attention for multi-objective fault diagnosis under small sample

Zongliang Xie, Jinglong Chen, Yong Feng et al. · Journal of Manufacturing Systems · 2021 · 129 citations

Computing, Computer Science, Machine Learning +9

Prior Knowledge-Augmented Self-Supervised Feature Learning for Few-Shot Intelligent Fault Diagnosis of Machines

Tianci Zhang, Jinglong Chen, Shuilong He et al. · IEEE Transactions on Industrial Electronics · 2022 · 125 citations

Computing, Computer Science, Automation +16

A Novel Bearing Fault Classification Method Based on XGBoost: The Fusion of Deep Learning-Based Features and Empirical Features

Jingsong Xie, Zhaoyang Li, Zitong Zhou et al. · IEEE Transactions on Instrumentation and Measurement · 2020 · 124 citations

Computing, Computer Engineering, Computer Science +17