Test Case Prioritization using Transfer Learning in Continuous Integration Environments.
Rezwana MamataAkramul AzimRamiro LiscanoKevin SmithYee-Kang ChangGkerta SeferiQasim TauseefPublished in: AST (2023)
Keyphrases
- transfer learning
- test cases
- regression testing
- learning tasks
- knowledge transfer
- test data
- test case selection
- testing process
- software testing
- test suite
- active learning
- structure learning
- test case generation
- test set
- labeled data
- target domain
- software maintenance
- cross domain
- machine learning
- learning algorithm
- reinforcement learning
- text classification
- test suite reduction
- semi supervised learning
- machine learning algorithms
- number of test cases
- text categorization
- domain adaptation
- collaborative filtering
- multi task
- real world
- set of test cases
- transfer knowledge
- object oriented
- transferring knowledge
- data analysis
- text mining
- manifold alignment
- neural network
- knowledge discovery
- data sets