A Survey on Transfer Learning for Cross-Project Defect Prediction.
Bruno Sotto-MayorMeir KalechPublished in: IEEE Access (2024)
Keyphrases
- transfer learning
- defect prediction
- software projects
- learning tasks
- knowledge transfer
- labeled data
- transfer knowledge
- machine learning
- active learning
- cross domain
- multi task
- reinforcement learning
- semi supervised learning
- project management
- text classification
- target domain
- machine learning algorithms
- case study
- domain adaptation
- software development
- unlabeled data
- learning algorithm
- text categorization
- data sets
- collaborative filtering
- information systems
- artificial intelligence
- knowledge management
- open source
- software engineering
- semi supervised
- data analysis