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A New Diagnosis Method with Few-shot Learning Based on a Class-rebalance Strategy for Scarce Faults in Industrial Processes 期刊论文
Machine Intelligence Research, 2023, 页码: 1-12
作者:  Xu, Xinyao;  Xu, De;  Qin, Fangbo
Adobe PDF(1677Kb)  |  收藏  |  浏览/下载：197/68  |  提交时间：2023/06/21
data augmentation  feature clustering  class-rebalance strategy  few-shot learning  fault diagnosis  
Triplet Siamese Network Model for Lithium-ion Battery Defects Classification Using Few-shot Learning Approach 期刊论文
Journal of Physics: Conference Series, 2021, 卷号: 2078, 期号: 1, 页码: 012037
作者:  Wu,Ke;  Tan,Jie
Adobe PDF(3951Kb)  |  收藏  |  浏览/下载：237/56  |  提交时间：2021/12/28
Few-shot learning approach for 3D defect detection in lithium battery 期刊论文
Journal of Physics: Conference Series, 2021, 卷号: 1884, 期号: 1, 页码: 012024
作者:  Wu,Ke;  Tan,Jie;  Li,Jingwei;  Liu,Chengbao
Adobe PDF(4836Kb)  |  收藏  |  浏览/下载：275/51  |  提交时间：2021/05/24
Anomaly Detection  Few-shot Learning