New imbalanced bearing fault diagnosis method based on Sample-characteristic Oversampling TechniquE (SCOTE) and multi-class LS-SVM
Author:
Funder
Natural Science Foundation of Guizhou Province
National Natural Science Foundation of China
Publisher
Elsevier BV
Subject
Software
Reference50 articles.
1. A new support vector data description method for machinery fault diagnosis with unbalanced datasets;Duan;Expert Syst. Appl.,2016
2. Classification of imbalanced data by oversampling in kernel space of support vector machines;Mathew;IEEE Trans. Neural Netw. Learn. Syst.,2018
3. Online sequential prediction of bearings imbalanced fault diagnosis by extreme learning machine;Mao;Mech. Syst. Signal Process.,2017
4. R. Batuwita, V. Palade, Efficient resampling methods for training support vector machines with imbalanced datasets, in: The 2010 International Joint Conference on IEEE, 2010, pp. 1–8.
5. SMOTE: Synthetic minority over-sampling technique;Chawla;J. Artificial Intelligence Res.,2002
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