A near-optimal non-myopic active learning method.
Yue ZhaoGuosheng YangXiaona XuQiang JiPublished in: ICPR (2012)
Keyphrases
- active learning
- theoretical analysis
- pairwise
- detection method
- dynamic programming
- synthetic data
- error rate
- computational cost
- significant improvement
- high precision
- computational complexity
- classification method
- computationally efficient
- multiscale
- segmentation method
- machine learning methods
- optimization method
- medical images
- support vector machine svm
- neural network
- preprocessing
- similarity measure
- machine learning