Machine learning-based test selection for simulation-based testing of self-driving cars software.
Christian BirchlerSajad KhatiriBill BosshardAlessio GambiSebastiano PanichellaPublished in: Empir. Softw. Eng. (2023)
Keyphrases
- software testing
- test cases
- machine learning
- test suite
- testing process
- test data generation
- test case generation
- regression testing
- integration testing
- test generation
- model based testing
- software development
- set of test cases
- software systems
- test data
- quality assurance
- software maintenance
- unit testing
- test sequences
- number of test cases
- machine learning algorithms
- code coverage
- source code
- statistical tests
- software design
- software reliability
- computational intelligence
- software engineering
- usability testing
- data mining
- learning algorithm
- computer vision
- statistically significant
- computer systems
- pattern recognition
- user interface
- knowledge discovery
- text classification
- neural network
- artificial intelligence
- information extraction
- software tools
- knowledge acquisition
- machine learning methods
- learning tasks
- software projects
- static analysis