Making the Most of Small Software Engineering Datasets With Modern Machine Learning.
Julian Aron PrennerRomain RobbesPublished in: IEEE Trans. Software Eng. (2022)
Keyphrases
- software engineering
- machine learning
- artificial intelligence
- decision trees
- benchmark datasets
- programming language
- machine learning methods
- software systems
- inductive logic programming
- knowledge engineering
- feature selection
- sampling methods
- reverse engineering
- pattern recognition
- synthetic and real datasets
- software maintenance
- development process
- statistical methods
- synthetic datasets
- software architecture
- learning systems
- semi supervised learning
- model selection
- knowledge acquisition
- text classification
- object oriented
- information extraction
- expert systems
- computer vision
- social networks