Deep imbalanced domain adaptation for transfer learning fault diagnosis of bearings under multiple working conditions.
Yifei DingMinping JiaJichao ZhuangYudong CaoXiaoli ZhaoChi-Guhn LeePublished in: Reliab. Eng. Syst. Saf. (2023)
Keyphrases
- domain adaptation
- transfer learning
- fault diagnosis
- target domain
- cross domain
- condition monitoring
- labeled data
- multiple sources
- manifold alignment
- source domain
- operating conditions
- learning tasks
- knowledge transfer
- expert systems
- transfer knowledge
- neural network
- semi supervised learning
- reinforcement learning
- machine learning
- semi supervised
- active learning
- text categorization
- fuzzy logic
- learning algorithm
- cross domain text classification
- machine learning algorithms
- unlabeled data
- text classification
- multi task
- training samples
- domain specific
- test data
- document classification
- co training
- concept space