Active learning for automatic classification of software behavior.
James F. BowringJames M. RehgMary Jean HarroldPublished in: ISSTA (2004)
Keyphrases
- automatic classification
- active learning
- software maintenance
- web page classification
- automatic detection
- software systems
- learning strategies
- software development
- computer systems
- software design
- features extraction
- semi supervised
- user interface
- software package
- image dataset
- test cases
- embedded systems
- software projects
- data sets
- sample selection
- behavior patterns
- software quality
- experimental design
- selective sampling
- random sampling
- software components
- software architecture
- source code
- open source
- software engineering
- relevance feedback
- learning environment
- website
- feature selection