Exploring the efficacy of transfer learning in mining image-based software artifacts.
Natalie BestJordan OttErik LinsteadPublished in: J. Big Data (2020)
Keyphrases
- transfer learning
- software repositories
- software artifacts
- text mining
- knowledge transfer
- source code
- labeled data
- software development
- machine learning
- semi supervised learning
- reinforcement learning
- cross domain
- learning algorithm
- transfer knowledge
- collaborative filtering
- address these issues
- software systems
- active learning
- text categorization
- text classification
- software engineering
- machine learning algorithms
- raw data
- software engineers
- information retrieval
- knowledge discovery
- software maintenance
- semi supervised
- software evolution
- data mining
- data mining techniques
- information extraction