Adoption and Effects of Software Engineering Best Practices in Machine Learning.
Alex SerbanKoen van der BlomHolger H. HoosJoost VisserPublished in: CoRR (2020)
Keyphrases
- software engineering
- machine learning
- artificial intelligence
- software systems
- knowledge engineering
- software industry
- design patterns
- reverse engineering
- pattern recognition
- object oriented
- software engineers
- programming language
- software development
- decision trees
- software maintenance
- computational intelligence
- machine learning algorithms
- knowledge acquisition
- learning systems
- natural language processing
- information extraction
- information technology
- data mining
- e government
- software reuse
- software architecture
- development process
- inductive learning
- theoretical underpinnings
- learning algorithm
- information systems
- explanation based learning
- case study
- database systems
- software projects
- learning tasks
- machine learning methods
- supervised learning
- human computer interaction