MSCPDPLab: A MATLAB toolbox for transfer learning based multi-source cross-project defect prediction.
Jiaqi ZouZonghao LiXuanying LiuHaonan TongPublished in: SoftwareX (2023)
Keyphrases
- transfer learning
- multi source
- defect prediction
- software projects
- data fusion
- information fusion
- knowledge transfer
- reinforcement learning
- labeled data
- cross domain
- active learning
- machine learning
- data integration
- multiple sources
- text classification
- semi supervised learning
- transfer knowledge
- collaborative filtering
- software development
- learning algorithm
- data sources
- project management
- machine learning algorithms
- case study
- target domain
- neural network
- software repositories
- semi supervised
- source code
- text categorization
- unlabeled data
- text mining
- domain specific
- information integration