Integrating Machine Learning with Software Development Lifecycles: Insights from Experts.
Samuli LaatoMatti MäntymäkiMatti MinkkinenTeemu BirkstedtA. K. M. Najmul IslamDenis DennehyPublished in: ECIS (2022)
Keyphrases
- software development
- machine learning
- data mining
- pattern recognition
- software engineering
- case study
- software developers
- software systems
- decision trees
- domain experts
- learning algorithm
- learning tasks
- information extraction
- knowledge acquisition
- software design
- software reuse
- software components
- cost estimation
- software architecture
- learning problems
- development process
- knowledge engineering
- learning systems
- machine learning approaches
- software evolution
- machine learning algorithms
- knowledge discovery
- knowledge representation
- machine learning methods
- domain knowledge
- computer science
- explanation based learning
- development lifecycle
- extreme programming
- success stories
- artificial intelligence
- computer vision
- software testing
- software projects
- support vector machine
- supervised learning
- model selection
- neural network