Exploring the Efficacy of Transfer Learning in Mining Image-Based Software Artifacts.
Natalie BestJordan OttErik LinsteadPublished in: CoRR (2020)
Keyphrases
- transfer learning
- software repositories
- software artifacts
- text mining
- reinforcement learning
- cross domain
- knowledge transfer
- software development
- machine learning
- labeled data
- address these issues
- collaborative filtering
- text categorization
- software systems
- transfer knowledge
- machine learning algorithms
- active learning
- source code
- text classification
- software maintenance
- data mining
- software engineering
- semi supervised learning
- knowledge discovery
- target domain
- multi agent
- learning algorithm
- k nearest neighbor
- raw data
- software components
- software projects
- case study