Heterogeneous Domain Adaptation With Structure and Classification Space Alignment.
Qing TianHeyang SunChuang MaMeng CaoYi ChuSongcan ChenPublished in: IEEE Trans. Cybern. (2022)
Keyphrases
- domain adaptation
- manifold alignment
- document classification
- classification algorithm
- classification accuracy
- machine learning
- support vector
- co training
- model selection
- decision trees
- feature extraction
- training set
- feature vectors
- feature selection
- cross domain
- text classification
- multiple sources
- concept space
- feature representation
- labeled data
- machine learning algorithms
- semi supervised learning
- databases
- low dimensional
- supervised learning
- semi supervised
- information retrieval
- class labels
- unlabeled data
- transfer learning
- target domain
- data model
- feature space
- covariate shift