Sample separation and domain alignment complementary learning mechanism for open set domain adaptation.
Sifan LongSheng-Sheng WangXin ZhaoZihao FuBilin WangPublished in: Appl. Intell. (2023)
Keyphrases
- domain adaptation
- learning mechanism
- manifold alignment
- cross domain
- multiple sources
- test data
- target domain
- labeled data
- transfer learning
- semi supervised
- semi supervised learning
- sentiment classification
- unlabeled data
- learning process
- learning algorithm
- source domain
- learning rules
- concept space
- document classification
- covariate shift
- transfer knowledge
- machine learning
- text categorization
- learning environment
- training data
- decision trees
- genetic algorithm