Putting active learning into multimedia applications: dynamic definition and refinement of concept classifiers.
Ming-yu ChenMichael G. ChristelAlexander G. HauptmannHoward D. WactlarPublished in: ACM Multimedia (2005)
Keyphrases
- active learning
- multimedia
- training examples
- support vector
- training set
- pool based active learning
- classification systems
- quality of service
- naive bayes
- semi supervised
- decision trees
- learning algorithm
- training data
- test set
- classification models
- ensemble learning
- neural network
- selective sampling
- active learning strategies
- query by committee
- hyperspectral image classification
- data sets