Machine Learning-based Test Selection for Simulation-based Testing of Self-driving Cars Software.
Christian BirchlerSajad KhatiriBill BosshardAlessio GambiSebastiano PanichellaPublished in: CoRR (2022)
Keyphrases
- software testing
- test cases
- machine learning
- test suite
- testing process
- regression testing
- test data generation
- test case generation
- set of test cases
- software development
- integration testing
- test data
- test generation
- software systems
- model based testing
- number of test cases
- software reliability
- code coverage
- quality assurance
- test sequences
- pattern recognition
- unit testing
- knowledge acquisition
- artificial intelligence
- machine learning methods
- machine learning algorithms
- statistical tests
- information extraction
- active learning
- machine learning approaches
- feature selection
- learning algorithm
- usability testing
- test driven development
- static analysis
- software maintenance
- case study
- software components
- learning systems
- text mining
- natural language processing
- natural language
- knowledge representation
- computer vision
- decision trees
- reinforcement learning
- autonomous driving
- supervised learning
- development process
- software projects
- software tools
- software quality