Generalization of Deep Neural Networks for Imbalanced Fault Classification of Machinery Using Generative Adversarial Networks.
Jinrui WangShunming LiBaokun HanZenghui AnHuaiqian BaoShanshan JiPublished in: IEEE Access (2019)
Keyphrases
- neural network
- pattern recognition
- classification accuracy
- fault diagnosis
- class imbalance
- unsupervised learning
- multi layer perceptron
- feature selection
- pattern classification
- support vector
- support vector machine svm
- machine learning
- training samples
- image classification
- supervised learning
- active learning
- fuzzy logic
- decision trees
- neural networks and support vector machines
- imbalanced data sets
- training set
- class labels
- training data
- self organizing maps
- discriminative learning
- feature extraction
- class distribution
- recurrent neural networks
- rule extraction
- social networks
- fault detection
- training process
- generalization ability
- feed forward
- neural network model
- artificial neural networks
- support vector machine