Semi-supervised Heterogeneous Defect Prediction with Open-source Projects on GitHub.
Ying SunXiao-Yuan JingFei WuXiwei DongYanfei SunRuchuan WangPublished in: Int. J. Softw. Eng. Knowl. Eng. (2021)
Keyphrases
- defect prediction
- software repositories
- open source projects
- semi supervised
- software projects
- source code
- address these issues
- software evolution
- raw data
- software systems
- semi supervised learning
- historical data
- open source
- software maintenance
- project management
- supervised learning
- software quality
- active learning
- multi view
- software engineering
- unlabeled data
- mailing lists
- social web
- open source software
- software developers
- software artifacts
- software development
- software components
- pairwise
- artificial intelligence
- reverse engineering
- real world
- semi supervised clustering
- labeled data
- training set
- information systems
- bug reports