Aligning Domain-Specific Distribution and Classifier for Cross-Domain Classification from Multiple Sources.
Yongchun ZhuFuzhen ZhuangDeqing WangPublished in: AAAI (2019)
Keyphrases
- multiple sources
- cross domain
- domain adaptation
- domain specific
- classification algorithm
- cross domain learning
- class labels
- target domain
- support vector
- support vector machine
- feature space
- training set
- decision trees
- feature set
- feature selection
- general purpose
- sentiment classification
- text classification
- training samples
- supervised learning
- domain independent
- data sources
- neural network
- transfer learning
- text categorization
- knowledge transfer
- feature vectors
- machine learning
- multiple domains
- image classification
- document classification
- unsupervised learning
- co training
- learning algorithm
- data mining