On Optimal Wavelet Bases for Classification of Melanoma Images Through Ensemble Learning.
Grzegorz SurowkaMaciej OgorzalekPublished in: ICAISC (1) (2016)
Keyphrases
- ensemble learning
- multiple classifiers
- wavelet bases
- pigmented skin lesions
- generalization ability
- image classification
- skin lesion
- ensemble classifier
- ensemble methods
- decision trees
- pattern recognition
- image registration
- support vector machine svm
- feature selection
- support vector machine
- basis functions
- machine learning methods
- small number
- machine learning
- supervised learning
- base classifiers
- feature extraction
- classification accuracy
- active learning
- unsupervised learning
- unlabeled data
- support vector
- multiscale
- dynamic programming