Deep semi-supervised transfer learning method on few source data with sensitivity-aware decision boundary adaptation for intelligent fault diagnosis.
Zhiheng SuJiyang ZhangHongbing XuJianxiao ZouShicai FanPublished in: Expert Syst. Appl. (2024)
Keyphrases
- fault diagnosis
- labeled data
- semi supervised
- transfer learning
- unlabeled data
- data sets
- data points
- semi supervised learning
- unsupervised learning
- data analysis
- prior knowledge
- test data
- bp neural network
- support vector machine
- similarity measure
- data distribution
- pairwise
- expert systems
- decision boundary
- training data
- target domain
- rbf neural network
- training samples
- feature set
- active learning
- machine learning
- labeled and unlabeled data
- model selection
- cross validation
- class labels
- collaborative filtering
- reinforcement learning
- neural network