An evaluation of approaches for using unlabeled data with domain adaptation.
Nic HerndonDoina CarageaPublished in: Netw. Model. Anal. Health Informatics Bioinform. (2016)
Keyphrases
- domain adaptation
- unlabeled data
- labeled data
- semi supervised
- semi supervised learning
- co training
- target domain
- transfer learning
- transductive svm
- multiple sources
- cross domain
- active learning
- text classification
- training data
- class labels
- sentiment classification
- learning algorithm
- training set
- text categorization
- data points
- labeled examples
- document classification
- domain specific
- prior knowledge
- labeled and unlabeled data
- semi supervised learning methods
- machine learning algorithms
- test data
- supervised learning
- learning process
- labeled training data
- data mining