Boosting algorithms for simultaneous feature extraction and selection.
Mohammad J. SaberianNuno VasconcelosPublished in: CVPR (2012)
Keyphrases
- boosting algorithms
- feature extraction and selection
- multi class
- pattern recognition
- loss function
- cost sensitive
- feature extraction
- weak learners
- binary classification
- feature set
- base classifiers
- generalization error
- weak classifiers
- learning algorithm
- ensemble methods
- bayesian networks
- machine learning
- linear classifiers
- image processing
- learning tasks
- small number
- data sets