Cross Project Defect Prediction via Balanced Distribution Adaptation Based Transfer Learning.
Zhou XuShuai PangTao ZhangXiapu LuoJin LiuYutian TangXiao YuLei XuePublished in: J. Comput. Sci. Technol. (2019)
Keyphrases
- transfer learning
- defect prediction
- learning tasks
- software projects
- knowledge transfer
- reinforcement learning
- labeled data
- training and test data
- case study
- semi supervised learning
- machine learning
- transfer knowledge
- cross domain
- active learning
- text categorization
- text classification
- collaborative filtering
- manifold alignment
- multi task
- software repositories
- text mining
- project management
- probability distribution
- learning algorithm
- domain adaptation
- databases
- transferring knowledge
- previously learned
- feature selection
- target domain
- training data
- object oriented
- random variables
- software development