Improving transfer learning for software cross-project defect prediction.
Osayande P. OmondiagbeSherlock A. LicorishStephen G. MacDonellPublished in: Appl. Intell. (2024)
Keyphrases
- transfer learning
- defect prediction
- software projects
- software development
- learning tasks
- cross domain
- project management
- knowledge transfer
- software quality
- reinforcement learning
- software engineering
- source code
- software maintenance
- active learning
- labeled data
- machine learning
- software repositories
- domain adaptation
- development process
- machine learning algorithms
- software systems
- collaborative filtering
- case study
- semi supervised learning
- multi task
- software design
- transfer knowledge
- text classification
- manifold alignment
- software developers
- software architecture
- neural network
- target domain
- text categorization
- computer systems
- text mining
- learning algorithm
- information systems