Collective transfer learning for defect prediction.
Jinyin ChenKeke HuYitao YangYi LiuQi XuanPublished in: Neurocomputing (2020)
Keyphrases
- transfer learning
- defect prediction
- learning tasks
- software repositories
- knowledge transfer
- software projects
- reinforcement learning
- labeled data
- active learning
- machine learning
- cross domain
- manifold alignment
- domain adaptation
- collaborative filtering
- semi supervised learning
- text classification
- text categorization
- transfer knowledge
- transferring knowledge
- target domain
- machine learning algorithms
- source code
- multi task
- data sets
- software development
- text mining
- artificial intelligence
- unlabeled data
- software developers
- software systems
- cooperative
- training data
- decision trees
- learning algorithm
- real world