scholarly journals Metric-based meta-learning model for few-shot fault diagnosis under multiple limited data conditions

2021 ◽  
Vol 155 ◽  
pp. 107510
Author(s):  
Duo Wang ◽  
Ming Zhang ◽  
Yuchun Xu ◽  
Weining Lu ◽  
Jun Yang ◽  
...  
Keyword(s):  
Fault Diagnosis ◽  
Learning Model ◽  
Limited Data ◽  
Meta Learning

Gearbox Fault Diagnosis Using a Deep Learning Model With Limited Data Sample

2020 ◽  
Vol 16 (10) ◽  
pp. 6263-6271 ◽  
Author(s):  
Syahril Ramadhan Saufi ◽  
Zair Asrar Bin Ahmad ◽  
Mohd Salman Leong ◽  
Meng Hee Lim
Keyword(s):  
Deep Learning ◽  
Fault Diagnosis ◽  
Learning Model ◽  
Limited Data ◽  
Deep Learning Model

Task-Sequencing Meta Learning for Intelligent Few-Shot Fault Diagnosis with Limited Data

2021 ◽  
pp. 1-1
Author(s):  
Yidan Hu ◽  
Ruonan Liu ◽  
Xianling Li ◽  
Dongyue Chen ◽  
Qinghua Hu
Keyword(s):  
Fault Diagnosis ◽  
Limited Data ◽  
Task Sequencing ◽  
Meta Learning

Deep transfer learning with limited data for machinery fault diagnosis

2021 ◽  
Vol 103 ◽  
pp. 107150
Author(s):  
Te Han ◽  
Chao Liu ◽  
Rui Wu ◽  
Dongxiang Jiang
Keyword(s):  
Fault Diagnosis ◽  
Transfer Learning ◽  
Limited Data ◽  
Machinery Fault Diagnosis

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

2021 ◽  
Author(s):  
Yong Feng ◽  
Jinglong Chen ◽  
Tianci Zhang ◽  
Shuilong He ◽  
Enyong Xu ◽  
...  
Keyword(s):  
Fault Diagnosis ◽  
Learning Networks ◽  
Meta Learning

Hypervolemia Screening for Dialysis Patient Healthcare Using Meta Learning Model-Based Intelligent Scaler

Smart Science ◽  
2018 ◽  
Vol 7 (1) ◽  
pp. 16-27
Author(s):  
Wei-Ling Chen ◽  
Hsiang-Yueh Lai ◽  
Pi-Yun Chen ◽  
Chung-Dann Kan ◽  
Chia-Hung Lin
Keyword(s):  
Dialysis Patient ◽  
Learning Model ◽  
Model Based ◽  
Meta Learning
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