Practitioners' insights on machine-learning software engineering design patterns: a preliminary study.
Hironori WashizakiHironori TakeuchiFoutse KhomhNaotake NatoriTakuo DoiSatoshi OkudaPublished in: ICSME (2020)
Keyphrases
- design patterns
- software engineering
- machine learning
- data mining
- software developers
- artificial intelligence
- software systems
- object oriented
- software design
- software development
- agile development
- object oriented software
- usage scenarios
- knowledge engineering
- software architecture
- database driven
- design principles
- software engineers
- ontology driven
- reverse engineering
- metamodel
- information systems
- knowledge management
- development process
- machine learning methods
- success stories
- machine learning algorithms
- learning algorithm
- reinforcement learning
- computer science
- programming language
- specific problems
- real world
- pattern languages
- computational intelligence
- software projects
- researchers and practitioners
- software reuse
- software testing
- software maintenance
- distributed systems
- decision trees
- model view controller
- process model