Active Learning with Maximum Density and Minimum Redundancy.
Yingjie GuZhong JinSteve C. ChiuPublished in: ICONIP (1) (2014)
Keyphrases
- minimum redundancy
- active learning
- feature selection
- random sampling
- learning strategies
- machine learning
- training examples
- selective sampling
- supervised learning
- training set
- semi supervised learning
- transfer learning
- unlabeled data
- semi supervised
- learning algorithm
- annotation effort
- pool based active learning
- experimental design
- sample selection
- labeled data
- active learning strategies
- imbalanced data classification
- learning process
- neural network
- generalization error
- lower bound
- training data
- similarity measure
- decision trees
- information systems
- batch mode active learning
- databases
- data sets