A systematic review of machine learning methods in software testing.
Sedighe AjorlooAmirhossein JamaraniMehdi KashfiMostafa Haghi KashaniAbbas NajafizadehPublished in: Appl. Soft Comput. (2024)
Keyphrases
- machine learning methods
- software testing
- systematic review
- test cases
- empirical studies
- software development
- machine learning
- software systems
- machine learning algorithms
- software reliability
- quality assurance
- machine learning approaches
- control flow
- testing process
- test case generation
- regression testing
- fault localization
- software engineering
- test data generation
- white box testing
- test suite
- ensemble methods
- formal specification
- integration testing
- statistical methods
- learned knowledge
- test generation
- neural network
- cooperative
- data model
- decision trees
- building blocks