Using machine learning to refine Category-Partition test specifications and test suites.
Lionel C. BriandYvan LabicheZaheer BawarNadia Traldi SpidoPublished in: Inf. Softw. Technol. (2009)
Keyphrases
- test suite
- machine learning
- test cases
- model checker
- test suite reduction
- software testing
- regression testing
- test case generation
- mutation testing
- number of test cases
- static analysis
- testing process
- set of test cases
- code coverage
- test sequences
- text classification
- computer vision
- information extraction
- machine learning algorithms
- test data
- data mining
- explanation based learning
- databases
- java programs
- unit testing
- open source
- supervised learning
- database systems
- learning algorithm
- data sets
- formal specification
- test generation
- machine learning methods
- software systems
- test set
- text mining
- test data generation
- natural language
- case study
- decision trees