Transfer Learning for Automated Test Case Prioritization Using XCSF.
Lukas RosenbauerDavid PätzelAnthony SteinJörg HähnerPublished in: EvoApplications (2021)
Keyphrases
- transfer learning
- test cases
- regression testing
- learning tasks
- test data
- target domain
- cross domain
- software testing
- test case selection
- labeled data
- reinforcement learning
- test suite
- semi supervised learning
- knowledge transfer
- active learning
- test case generation
- test suite reduction
- test set
- domain adaptation
- collaborative filtering
- manifold alignment
- machine learning algorithms
- transfer knowledge
- machine learning
- multi task
- software maintenance
- testing process
- number of test cases
- set of test cases
- semi supervised
- text categorization
- transferring knowledge
- text classification
- test data generation
- neural network
- learning algorithm
- knowledge discovery
- database systems
- natural language processing
- databases