Using unlabeled data to handle domain-transfer problem of semantic detection.
Songbo TanYuefen WangGaowei WuXueqi ChengPublished in: SAC (2008)
Keyphrases
- unlabeled data
- transfer learning
- labeled data
- semi supervised learning
- domain adaptation
- semi supervised
- cross domain
- active learning
- co training
- target domain
- supervised learning
- learning algorithm
- text classification
- training data
- semi supervised classification
- labeled examples
- labeled training data
- domain specific
- labeled and unlabeled data
- text categorization
- training set
- class labels
- transfer knowledge
- data points
- supervised learning algorithms
- knowledge transfer
- training examples
- learning tasks
- prior knowledge
- natural language
- small set of labeled
- positive examples
- multi label
- machine learning
- object detection