Defect Prediction between Software Versions with Active Learning and Dimensionality Reduction.
Huihua LuEkrem KocaguneliBojan CukicPublished in: ISSRE (2014)
Keyphrases
- active learning
- dimensionality reduction
- defect prediction
- software projects
- software repositories
- computer systems
- low dimensional
- semi supervised
- high dimensional data
- software systems
- high dimensionality
- feature extraction
- learning algorithm
- software architecture
- principal component analysis
- source code
- selective sampling
- neural network
- principal components
- software design
- software evolution
- software engineering
- training set
- feature space
- machine learning
- supervised learning
- learning process
- software components
- user interface
- high level
- feature selection
- artificial intelligence