A fault diagnosis method using improved prototypical network and weighting similarity-Manhattan distance with insufficient noisy data

Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2016 · 222.1K citations · Full text

Computing, Computer Science, Computer Vision +11

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

A New Convolutional Neural Network-Based Data-Driven Fault Diagnosis Method

Long Wen, Liang Gao, Yuyan Zhang · IEEE Transactions on Industrial Electronics · 2017 · 2.1K citations

Computing, Computer Science, Manufacturing Engineering +17

A deep convolutional neural network with new training methods for bearing fault diagnosis under noisy environment and different working load

Wěi Zhāng, Chuanhao Li, Gaoliang Peng et al. · Mechanical Systems and Signal Processing · 2017 · 1.3K citations

Computing, Computer Science, Computer Vision +15

Failure diagnosis using deep belief learning based health state classification

Prasanna Tamilselvan, Pingfeng Wang · Reliability Engineering & System Safety · 2013 · 623 citations

Computing, Health Informatics, Diagnostic Reasoning +14