Cross-Project Transfer Learning on Lightweight Code Semantic Graphs for Defect Prediction.
Dingbang FangShaoying LiuYang LiPublished in: Int. J. Softw. Eng. Knowl. Eng. (2023)
Keyphrases
- lightweight
- transfer learning
- defect prediction
- software projects
- source code
- software repositories
- learning tasks
- knowledge transfer
- active learning
- labeled data
- cross domain
- reinforcement learning
- machine learning
- collaborative filtering
- machine learning algorithms
- semi supervised learning
- domain adaptation
- case study
- natural language
- multi task
- unlabeled data
- transfer knowledge
- text categorization
- learning algorithm
- project management
- text classification
- transferring knowledge
- domain specific
- information retrieval
- text mining
- similarity measure
- natural language processing
- wireless sensor networks
- supervised learning
- software development