Clustering and Metrics Thresholds Based Software Fault Prediction of Unlabeled Program Modules.
Cagatay CatalUgur SevimBanu DiriPublished in: ITNG (2009)
Keyphrases
- software quality
- software metrics
- fault prone
- program understanding
- software systems
- unsupervised learning
- software projects
- software development
- software modules
- clustering algorithm
- source code
- software engineering
- source code metrics
- clustering method
- test cases
- development process
- k means
- hierarchical clustering
- program comprehension
- life cycle
- self organizing maps
- data clustering
- user interface
- data points
- hardware designs
- fuzzy clustering
- data sets
- static analysis
- search based software testing
- open systems
- java programs
- safety critical
- computer hardware
- programming environments
- high dimensional data
- training examples
- labeled data
- active learning
- pairwise
- control flow
- formal methods
- test suite
- program execution
- computer programs
- spectral clustering
- computer systems
- supervised learning
- training data