HDA: Cross-Project Defect Prediction via Heterogeneous Domain Adaptation With Dictionary Learning.
Zhou XuPeipei YuanTao ZhangYutian TangShuai LiZhen XiaPublished in: IEEE Access (2018)
Keyphrases
- dictionary learning
- domain adaptation
- defect prediction
- sparse representation
- sparse coding
- software projects
- cross domain
- labeled data
- semi supervised
- multiple sources
- semi supervised learning
- sentiment classification
- target domain
- software repositories
- case study
- transfer learning
- project management
- computer vision
- linear combination
- image representation
- unlabeled data
- sentiment analysis
- unsupervised learning
- natural images
- text classification
- software development
- data sources
- active learning
- feature vectors
- multiscale
- decision trees
- data mining