Static analysis driven enhancements for comprehension in machine learning notebooks.
Ashwin Prasad Shivarpatna VenkateshSamkutty SabuMouli ChekkapalliJiawei WangLi LiEric BoddenPublished in: Empir. Softw. Eng. (2024)
Keyphrases
- static analysis
- machine learning
- dynamic analysis
- source code
- malicious code
- java card
- feature selection
- machine learning methods
- symbolic execution
- test suite
- decision trees
- regular expressions
- text mining
- test generation
- machine learning algorithms
- data mining
- abstract interpretation
- data sets
- information extraction
- learning algorithm
- real world
- pattern matching
- natural language processing
- case study