Identifying fault-prone files using static analysis alerts through singular value decomposition.
Mark SherriffSarah Smith HeckmanMike LakeLaurie A. WilliamsPublished in: CASCON (2007)
Keyphrases
- singular value decomposition
- static analysis
- source code
- fault prone
- text files
- dynamic analysis
- singular values
- least squares
- open source
- dimensionality reduction
- low rank
- latent semantic indexing
- regular expressions
- software systems
- software repositories
- test suite
- software projects
- database
- software metrics
- low rank approximation
- databases
- principal component analysis
- feature extraction
- artificial intelligence
- image quality
- low dimensional
- high level
- software modules
- pattern recognition