Low-rank representation for semi-supervised software defect prediction.
Zhi-Wu ZhangXiao-Yuan JingFei WuPublished in: IET Softw. (2018)
Keyphrases
- software defect prediction
- semi supervised
- low rank representation
- low rank
- ensemble learning
- unlabeled data
- sample selection bias
- labeled data
- semi supervised learning
- active learning
- class imbalance
- imbalanced data
- feature ranking
- pairwise
- supervised learning
- affinity matrix
- unsupervised learning
- multi view
- convex optimization
- co training
- missing data
- kernel matrix
- matrix factorization
- ensemble methods
- metric learning
- high dimensional data
- singular value decomposition
- class distribution
- prior knowledge
- data sets