Machine Learning for Software Analysis: Models, Methods, and Applications.
Amel BennaceurKarl MeinkePublished in: Machine Learning for Dynamic Software Analysis (2018)
Keyphrases
- machine learning
- machine learning methods
- statistical methods
- machine learning approaches
- machine learning algorithms
- statistical models
- data driven approaches
- analytical methods
- analysis tool
- predictive power
- significant improvement
- learning models
- data sets
- qualitative and quantitative
- software architecture
- image analysis
- natural language processing
- data analysis
- knowledge acquisition
- structural models
- neural network
- machine learning models
- mathematical models
- monte carlo simulation
- statistical analysis
- bayesian methods
- predictive modeling
- data mining
- case study
- artificial intelligence
- probabilistic model
- software development
- reinforcement learning
- empirical studies