Machine Learning and value generation in Software Development: a survey.
Barakat J. AkinsanyaLuiz Jonata Pires de AraujoMariia CharikovaSusanna GimaevaAlexandr GrichshenkoAdil KhanManuel MazzaraOzioma Okonicha NDaniil ShilintsevPublished in: CoRR (2020)
Keyphrases
- software development
- machine learning
- machine learning algorithms
- knowledge representation
- software engineering
- natural language processing
- software systems
- machine learning methods
- software architecture
- computational intelligence
- learning tasks
- development process
- case study
- machine learning approaches
- software projects
- software developers
- software design
- effort estimation
- knowledge acquisition
- text mining
- active learning
- data mining
- information systems
- cost estimation
- software evolution
- software testing
- explanation based learning
- pattern recognition
- inductive learning
- learning systems
- decision trees
- software components
- software process
- software development projects
- learning problems
- neural network