Domain adaptation via incremental confidence samples into classification.
Shaohua TengZefeng ZhengNaiqi WuLunke FeiWei ZhangPublished in: Int. J. Intell. Syst. (2022)
Keyphrases
- domain adaptation
- training samples
- document classification
- feature extraction
- training set
- classification accuracy
- machine learning
- decision trees
- multiple sources
- feature vectors
- semi supervised
- labeled data
- cross domain
- text classification
- feature space
- model selection
- text mining
- unlabeled data
- class labels
- feature representation
- support vector
- manifold alignment
- label information
- similarity measure
- target domain
- training data
- test data
- transfer learning
- classification algorithm
- training examples
- active learning
- semi supervised learning
- support vector machine