Deep Neural Network Ensemble for the Intelligent Fault Diagnosis of Machines Under Imbalanced Data.
Feng JiaShihao LiHao ZuoJianjun ShenPublished in: IEEE Access (2020)
Keyphrases
- fault diagnosis
- imbalanced data
- neural network ensemble
- neural network
- competitive learning
- back propagation
- expert systems
- fuzzy logic
- class distribution
- linear regression
- support vector machine
- bp neural network
- ensemble methods
- class imbalance
- bp algorithm
- feature selection
- sampling methods
- decision trees
- receiver operating characteristic
- svm classifier
- non stationary
- unsupervised learning
- classification models
- active learning