Dual-Component Deep Domain Adaptation: A New Approach for Cross Project Software Vulnerability Detection.
Van NguyenTrung LeOlivier Y. de VelPaul MontagueJohn C. GrundyDinh PhungPublished in: PAKDD (1) (2020)
Keyphrases
- domain adaptation
- software development
- semi supervised
- cross domain
- transfer learning
- multiple sources
- manifold alignment
- sentiment classification
- case study
- labeled data
- database systems
- decision trees
- target domain
- test data
- document classification
- covariate shift
- unlabeled data
- machine learning
- semi supervised learning
- feature extraction
- feature selection
- learning algorithm