Machine Learning for Software Engineering: A Systematic Mapping.
Saad ShafiqAtif MashkoorChristoph Mayr-DornAlexander EgyedPublished in: CoRR (2020)
Keyphrases
- software engineering
- machine learning
- artificial intelligence
- knowledge engineering
- machine learning methods
- software systems
- explanation based learning
- reverse engineering
- machine learning algorithms
- software development
- object oriented
- pattern recognition
- decision trees
- learning algorithm
- qualitative and quantitative
- data mining
- computer science
- statistical methods
- inductive logic programming
- design patterns
- active learning
- inductive learning
- machine learning approaches
- software product line
- development process
- software engineers
- supervised machine learning
- software maintenance
- knowledge acquisition
- information extraction
- computational intelligence
- knowledge management
- text classification
- open source
- natural language processing
- software projects
- transfer learning
- support vector machine
- knowledge base
- computer vision
- genetic algorithm
- ontology mapping
- software reuse
- information retrieval
- databases