A Statistical Method for API Usage Learning and API Misuse Violation Finding.
Deepak PandaPiyush BasiaKushal NallavoluXin ZhongHarvey P. SiyMyoungkyu SongPublished in: SERA (2023)
Keyphrases
- prior knowledge
- cost function
- experimental evaluation
- high accuracy
- method finds
- similarity measure
- classification method
- learning process
- unsupervised learning
- support vector machine
- high precision
- synthetic data
- source code
- mutual information
- edge detection
- open source
- supervised learning
- genetic algorithm
- classification accuracy
- computational cost
- statistical analysis
- pairwise
- learning environment
- high level
- learning algorithm