A novel dataset-similarity-aware approach for evaluating stability of software metric selection techniques.
Huanjing WangTaghi M. KhoshgoftaarRandall WaldAmri NapolitanoPublished in: IRI (2012)
Keyphrases
- similarity metric
- distance metric
- distance function
- distance measure
- euclidean distance
- similarity measure
- similarity assessment
- software development
- software design
- metric space
- rand index
- selection algorithm
- user interface
- similarity measurement
- software maintenance
- metric learning
- benchmark datasets
- source code
- software systems
- software projects
- training dataset
- development process
- software architecture
- software package
- structural similarity
- stability analysis
- hardware design
- nearest neighbor
- similarity function