On the Defect Prediction for Large Scale Software Systems - From Defect Density to Machine Learning.
Satya PradhanVenky NanniyurPavan K. VissapragadaPublished in: QRS (2020)
Keyphrases
- software systems
- defect prediction
- software repositories
- machine learning
- software projects
- source code
- software engineering
- software development
- legacy software systems
- software evolution
- software design
- software components
- software architecture
- address these issues
- software quality
- software maintenance
- metamodel
- historical data
- software intensive systems
- software developers
- data mining
- artificial intelligence
- raw data
- complex software systems
- software testing
- development effort
- functional requirements
- multi agent systems
- feature selection
- software reuse
- development process
- design patterns
- real world
- software engineers
- image data
- maintenance activities
- dynamic reconfiguration
- linux kernel
- knowledge management
- clone detection
- learning algorithm