Bridging Expert Knowledge with Deep Learning Techniques for Just-In-Time Defect Prediction.
Xin ZhouDongGyun HanDavid LoPublished in: CoRR (2024)
Keyphrases
- expert knowledge
- deep learning
- defect prediction
- expert systems
- software repositories
- unsupervised learning
- unsupervised feature learning
- domain knowledge
- bayesian networks
- fuzzy logic
- software projects
- domain experts
- machine learning
- prior knowledge
- knowledge base
- weakly supervised
- domain specific
- source code
- address these issues
- mental models
- software engineering
- pairwise
- reinforcement learning
- image segmentation
- artificial intelligence
- real time