Time variance and defect prediction in software projects - Towards an exploitation of periods of stability and change as well as a notion of concept drift in software projects.
Jayalath EkanayakeJonas TappoletHarald C. GallAbraham BernsteinPublished in: Empir. Softw. Eng. (2012)
Keyphrases
- software projects
- defect prediction
- concept drift
- software development
- software engineering
- source code
- project management
- data streams
- non stationary
- software repositories
- software maintenance
- development process
- software systems
- software quality
- software developers
- change detection
- software development effort
- classification algorithm
- artificial intelligence
- effort estimation
- drift detection
- data distribution
- database
- databases
- software design
- k nearest neighbor
- knn
- support vector
- cooperative
- real world