Software defect prediction with semantic and structural information of codes based on Graph Neural Networks.
Chunying ZhouPeng HeCheng ZengJu MaPublished in: Inf. Softw. Technol. (2022)
Keyphrases
- structural information
- neural network
- software defect prediction
- semantic information
- topological information
- ensemble learning
- artificial neural networks
- pattern recognition
- structural similarity
- genetic algorithm
- information extraction
- neural network model
- back propagation
- imbalanced data
- natural language
- search engine
- radial basis function
- classification accuracy
- class distribution
- low level
- sample selection bias
- data sets