Heterogeneous Defect Prediction Based on Federated Transfer Learning via Knowledge Distillation.
Aili WangYutong ZhangYixin YanPublished in: IEEE Access (2021)
Keyphrases
- transfer learning
- knowledge transfer
- transfer knowledge
- labeled data
- transferring knowledge
- learning tasks
- knowledge sharing
- defect prediction
- cross domain
- domain knowledge
- active learning
- previously learned
- reinforcement learning
- databases
- collaborative filtering
- machine learning
- domain adaptation
- design process
- training data
- knowledge representation
- manifold alignment
- learning algorithm
- machine learning algorithms
- semi supervised learning
- text classification
- pairwise
- raw data
- multi task
- data model
- knowledge management
- natural language processing
- real world
- knn