Heterogeneous Cross-Project Defect Prediction Using Encoder Networks and Transfer Learning.
Radowanul HaqueAftab AliSally I. McCleanIan ClelandJoost NoppenPublished in: IEEE Access (2024)
Keyphrases
- transfer learning
- defect prediction
- learning tasks
- knowledge transfer
- labeled data
- software projects
- machine learning
- transfer knowledge
- cross domain
- active learning
- multi task
- reinforcement learning
- manifold alignment
- semi supervised learning
- real world
- text categorization
- project management
- domain adaptation
- case study
- machine learning algorithms
- software development
- text mining
- semi supervised
- transferring knowledge
- cross domain learning
- network structure
- pairwise
- cooperative
- learning algorithm
- data sets