Transfer active learning.
Zhenfeng ZhuXingquan ZhuYangdong YeYue-Fei GuoXiangyang XuePublished in: CIKM (2011)
Keyphrases
- active learning
- transfer learning
- learning strategies
- random sampling
- unlabeled data
- labeled data
- machine learning
- semi supervised learning
- imbalanced data classification
- selective sampling
- knowledge transfer
- supervised learning
- relevance feedback
- learning process
- learning algorithm
- data sets
- cross domain
- active learning strategies
- training set
- annotation effort
- database
- semi supervised
- learning tasks
- training data
- genetic algorithm
- rare class
- crowd sourced