Self-Taught Active Learning from Crowds.
Meng FangXingquan ZhuBin LiWei DingXindong WuPublished in: ICDM (2012)
Keyphrases
- active learning
- active learning strategies
- learning strategies
- semi supervised
- unlabeled data
- selective sampling
- cost sensitive
- random sampling
- training examples
- labeled data
- neural network
- pool based active learning
- annotation effort
- learning process
- supervised learning
- sample complexity
- sample selection
- crowd sourced
- learning algorithm
- machine learning
- imbalanced data classification
- small number
- relevance feedback
- transfer learning
- training set
- multiscale
- experimental design
- decision trees
- databases