Few-shot fault diagnosis of switch machine based on data fusion and balanced regularized prototypical network

Proceedings of the 25th international conference on Machine learning

William W. Cohen, Andrew McCallum, Sam T. Roweis · 2008 · 5.5K citations

Computing, Computer Science, Artificial Intelligence +6

Prototypical Networks for Few-shot Learning

Jake Snell, Kevin Swersky, Richard S. Zemel · arXiv (Cornell University) · 2017 · 5.2K citations · Full text

Computing, Computer Science, Computer Vision +13

Intelligent fault diagnosis of train axle box bearing based on parameter optimization VMD and improved DBN

Zhenzhen Jin, Deqiang He, Zexian Wei · Engineering Applications of Artificial Intelligence · 2022 · 290 citations

Engineering, Industrial Engineering, Systems Engineering +14

Meta-learning as a promising approach for few-shot cross-domain fault diagnosis: Algorithms, applications, and prospects

Yong Feng, Jinglong Chen, Jingsong Xie et al. · Knowledge-Based Systems · 2021 · 245 citations

Computing, Computer Engineering, Computer Science +14

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