PreSTyDe: Improving the Performance of within-project Defects Prediction by Learning to Classify Types of Software Faults.
Gabriela CzibulaIoana-Gabriela ChelaruArthur MolnarIstván Gergely CzibulaPublished in: ENASE (2024)
Keyphrases
- learning to classify
- software development
- root cause
- software projects
- prediction accuracy
- software development life cycle
- prediction model
- innovative technologies
- user interface
- source code
- software systems
- software suite
- test cases
- text classification
- software design
- systems development
- configuration management
- effort estimation
- open source projects
- project managers
- software process improvement
- project teams
- software tools
- project management
- fault diagnosis
- software engineering
- development effort
- development projects
- prediction algorithm
- software modules
- information systems
- fault detection
- prediction error
- usability studies
- cyber infrastructure
- personal software process