ST-TLF: Cross-version defect prediction framework based transfer learning.
Yanyang ZhaoYawen WangYuwei ZhangDalin ZhangYunzhan GongDahai JinPublished in: Inf. Softw. Technol. (2022)
Keyphrases
- transfer learning
- knowledge transfer
- learning tasks
- cross domain
- semi supervised learning
- defect prediction
- machine learning
- artificial intelligence
- collaborative filtering
- multi task
- labeled data
- learning algorithm
- source code
- software development
- neural network
- semi supervised
- probabilistic model
- active learning
- high dimensional
- feature extraction
- real world