Aligning Domain-specific Distribution and Classifier for Cross-domain Classification from Multiple Sources.
Yongchun ZhuFuzhen ZhuangDeqing WangPublished in: CoRR (2022)
Keyphrases
- multiple sources
- cross domain
- domain adaptation
- domain specific
- classification algorithm
- decision trees
- target domain
- cross domain learning
- support vector machine
- class labels
- feature space
- support vector
- feature selection
- training samples
- training set
- feature set
- knowledge transfer
- text categorization
- document classification
- learning algorithm
- domain independent
- transfer learning
- image classification
- general purpose
- feature vectors
- viewpoint
- feature extraction
- multiple domains
- machine learning
- text classification
- data sets
- user interests
- training data
- sentiment classification
- database systems