Machine learning for software engineering: models, methods, and applications.
Karl MeinkeAmel BennaceurPublished in: ICSE (Companion Volume) (2018)
Keyphrases
- machine learning
- machine learning methods
- machine learning algorithms
- statistical methods
- software engineering
- statistical models
- machine learning models
- reinforcement learning
- significant improvement
- artificial intelligence
- data sets
- machine learning approaches
- data mining
- classification models
- predictive model
- predictive power
- data driven approaches
- software systems
- model selection
- knowledge discovery
- pattern recognition
- case study
- parameter estimation
- benchmark datasets
- knowledge acquisition
- preprocessing
- linear regression
- qualitative and quantitative
- inductive learning
- training data
- computer vision
- learning algorithm
- learning methodologies
- genetic algorithm