Transfer learning for cross-company software defect prediction.
Ying MaGuangchun LuoXue ZengAiguo ChenPublished in: Inf. Softw. Technol. (2012)
Keyphrases
- transfer learning
- software defect prediction
- sample selection bias
- ensemble learning
- learning tasks
- knowledge transfer
- labeled data
- imbalanced data
- class imbalance
- reinforcement learning
- active learning
- feature ranking
- semi supervised learning
- collaborative filtering
- text categorization
- text classification
- cross domain
- machine learning
- target domain
- training and test data
- transfer knowledge
- unlabeled data
- multi task
- machine learning algorithms
- training data
- learning algorithm
- neural network
- prior knowledge
- pairwise