An empirical evaluation of the usefulness of Tree Kernels for Commit-time Defect Detection in large software systems.
Hareem SaharYuxin LiuAbram HindleDenilson BarbosaPublished in: CoRR (2021)
Keyphrases
- software systems
- defect detection
- tree kernels
- semantic role labeling
- relation extraction
- structured data
- source code
- software engineering
- structural features
- software development
- kernel function
- sentiment classification
- feature extraction
- multi agent systems
- parse tree
- kernel methods
- automatic extraction
- image processing
- data sets
- tree structures
- complex software systems
- cooperative
- multi agent
- database systems
- artificial intelligence