Scaling up support vector machines using nearest neighbor condensation.
Fabrizio AngiulliAnnabella AstorinoPublished in: IEEE Trans. Neural Networks (2010)
Keyphrases
- nearest neighbor
- support vector
- learning machines
- large margin classifiers
- instance selection
- k nearest neighbor
- knn
- support vector machine
- high dimensional
- nearest neighbor search
- support vector regression
- distance function
- feature selection
- binary classification
- data reduction
- index structure
- high dimensional data
- kernel function
- particle filter
- data points
- logistic regression
- svm classifier
- classification rules
- maximum margin
- multi class
- linear discriminant analysis
- multi dimensional
- nearest neighbor queries
- neural network
- reverse nearest neighbor