Run-Time Prevention of Software Integration Failures of Machine Learning APIs.
Chengcheng WanYuhan LiuKuntai DuHenry HoffmannJunchen JiangMichael MaireShan LuPublished in: Proc. ACM Program. Lang. (2023)
Keyphrases
- machine learning
- source code
- software tools
- machine learning methods
- software development
- software systems
- lightweight
- learning algorithm
- data integration
- machine learning algorithms
- artificial intelligence
- computational intelligence
- computer systems
- learning tasks
- machine learning approaches
- text mining
- open source
- software developers
- user interface
- learning systems
- software maintenance
- inductive learning
- information systems
- feature selection
- test cases
- web services
- information extraction
- database systems
- knowledge representation
- knowledge discovery
- software engineering