Unifying Defect Prediction, Categorization, and Repair by Multi-Task Deep Learning.
Chao NiKaiwen YangYan ZhuXiang ChenXiaohu YangPublished in: ASE (2023)
Keyphrases
- deep learning
- multi task
- defect prediction
- multi task learning
- learning tasks
- feature selection
- software repositories
- unsupervised learning
- text categorization
- machine learning
- multi class
- transfer learning
- learning problems
- information gain
- mental models
- image representation
- maximum likelihood
- learning experience
- multi label
- principal component analysis
- k means
- reinforcement learning
- training data
- real world