Exploring Representativeness and Informativeness for Active Learning.
Bo DuZengmao WangLefei ZhangLiangpei ZhangWei LiuJialie ShenDacheng TaoPublished in: IEEE Trans. Cybern. (2017)
Keyphrases
- active learning
- selective sampling
- learning algorithm
- learning strategies
- experimental design
- semi supervised
- random sampling
- case study
- semi supervised learning
- labeled data
- relevance feedback
- data sets
- transfer learning
- training examples
- training set
- feature space
- machine learning
- neural network
- database
- online learning
- learning process
- training data
- search engine
- batch mode
- imbalanced data classification