MT4UML: Metamorphic Testing for Unsupervised Machine Learning.
Faqeer ur RehmanClemente IzurietaPublished in: SDS (2022)
Keyphrases
- machine learning
- unsupervised learning
- supervised learning
- machine translation
- testing process
- model based testing
- supervised classification
- regression testing
- machine learning algorithms
- tool support
- text classification
- learning tasks
- machine learning methods
- software engineering
- semi supervised
- knowledge acquisition
- data mining
- software testing
- natural language processing
- explanation based learning
- computer vision
- modeling language
- decision trees
- uml models
- test cases
- learning systems
- support vector machine
- information extraction
- software development
- deep learning
- state machine
- unsupervised manner
- formal methods
- software systems
- machine learning approaches
- database design
- data driven
- computational intelligence
- object oriented
- artificial intelligence
- software design
- conceptual modeling
- semi supervised learning
- sequence diagrams
- computer science
- uml diagrams
- learning environment
- uml profile
- software development life cycle