From Function Points to COSMIC - A Transfer Learning Approach for Effort Estimation.
Anna CorazzaSergio Di MartinoFilomena FerrucciCarmine GravinoFederica SarroPublished in: PROFES (2015)
Keyphrases
- transfer learning
- effort estimation
- knowledge transfer
- learning tasks
- cross domain
- reinforcement learning
- labeled data
- transfer knowledge
- machine learning
- domain adaptation
- active learning
- software development
- data points
- software projects
- software maintenance
- text classification
- multi task
- machine learning algorithms
- semi supervised learning
- text categorization
- text mining
- software engineering
- unlabeled data
- database
- prior knowledge
- case study
- feature selection
- learning algorithm
- transferring knowledge