Tracking concept drift of software projects using defect prediction quality.
Jayalath EkanayakeJonas TappoletHarald C. GallAbraham BernsteinPublished in: MSR (2009)
Keyphrases
- concept drift
- software projects
- data streams
- drift detection
- source code
- software development
- software engineering
- streaming data
- project management
- development process
- drifting concepts
- cost estimation
- classification algorithm
- non stationary
- change detection
- data distribution
- software systems
- software maintenance
- software quality
- data stream classification
- software development effort
- machine learning
- effort estimation
- software development projects
- open source
- reinforcement learning