Predicting Software Defects with Explainable Machine Learning.
Geanderson E. dos SantosEduardo FigueiredoAdriano VelosoMarkos ViggiatoNivio ZivianiPublished in: SBQS (2020)
Keyphrases
- machine learning
- machine learning methods
- software development
- software package
- artificial intelligence
- user interface
- machine learning algorithms
- computer vision
- software evolution
- software design
- software components
- software systems
- computer systems
- information extraction
- computational intelligence
- databases
- text classification
- support vector machine
- active learning
- learning algorithm
- software architecture
- learning tasks
- computer science
- explanation based learning
- pattern recognition
- software quality
- reinforcement learning
- feature selection
- defect detection