Defect prediction using deep learning with Network Portrait Divergence for software evolution.
Vijay WalunjGharib GharibiRakan AlanaziYugyung LeePublished in: Empir. Softw. Eng. (2022)
Keyphrases
- deep learning
- software evolution
- software repositories
- defect prediction
- software systems
- mining software repositories
- source code
- unsupervised learning
- software maintenance
- reverse engineering
- weakly supervised
- software architecture
- unsupervised feature learning
- machine learning
- mental models
- software components
- software engineering
- relational databases
- high dimensional
- feature selection