Heterogeneous cross-company defect prediction by unified metric representation and CCA-based transfer learning.
Xiao-Yuan JingFei WuXiwei DongFumin QiBaowen XuPublished in: ESEC/SIGSOFT FSE (2015)
Keyphrases
- transfer learning
- knowledge transfer
- learning tasks
- defect prediction
- cross domain
- labeled data
- reinforcement learning
- active learning
- text classification
- multi task
- text categorization
- collaborative filtering
- case study
- machine learning
- semi supervised learning
- semi supervised
- domain adaptation
- neural network
- manifold alignment
- text mining
- natural language processing
- bayesian networks
- high level
- learning algorithm
- target domain