Heterogeneous Cross-Company Effort Estimation through Transfer Learning.
Shensi TongQing HeYuting ChenYe YangBeijun ShenPublished in: APSEC (2016)
Keyphrases
- transfer learning
- effort estimation
- software development
- software projects
- learning tasks
- software engineering
- software maintenance
- knowledge transfer
- case study
- labeled data
- reinforcement learning
- machine learning
- active learning
- semi supervised learning
- text categorization
- text classification
- cross domain
- collaborative filtering
- transferring knowledge
- domain adaptation
- learning algorithm
- multi task
- unlabeled data
- project managers
- software development projects
- artificial intelligence
- transfer knowledge
- regression model
- software systems
- machine learning algorithms
- information systems
- target domain
- database