Towards the generalization of time series classification: A feature-level style transfer and multi-source transfer learning perspective.
Baihan ChenQiaolin LiRui MaXiang QianXiaohao WangXinghui LiPublished in: Knowl. Based Syst. (2024)
Keyphrases
- transfer learning
- multi source
- feature level
- fusion process
- data fusion
- knowledge transfer
- information fusion
- learning tasks
- cross domain
- multiple sources
- multi sensor
- active learning
- collaborative filtering
- labeled data
- semi supervised learning
- reinforcement learning
- machine learning
- multi task
- transfer knowledge
- text categorization
- text mining
- data integration
- learning algorithm
- feature representation
- object level
- text classification
- data sources
- machine learning algorithms
- social networks
- database
- fusion method
- feature extraction
- target domain
- object recognition
- training set
- nearest neighbor