A novel transfer learning fault diagnosis method based on Manifold Embedded Distribution Alignment with a little labeled data.
Ke ZhaoHongkai JiangZhenghong WuTengfei LuPublished in: J. Intell. Manuf. (2022)
Keyphrases
- transfer learning
- manifold alignment
- labeled data
- unlabeled data
- semi supervised
- semi supervised learning
- training and test data
- learning tasks
- domain adaptation
- text classification
- knowledge transfer
- supervised learning
- active learning
- training data
- transfer knowledge
- target domain
- cross domain
- data points
- learning algorithm
- multi task
- labeled examples
- class labels
- reinforcement learning
- collaborative filtering
- prior knowledge
- labeled training data
- source domain
- labeled and unlabeled data
- text categorization
- transferring knowledge
- real world
- cross domain text classification
- data distribution
- knowledge discovery
- data analysis
- decision trees
- feature selection
- machine learning
- data mining