Exact indexing for support vector machines.
Hwanjo YuIlhwan KoYoungdae KimSeung-won HwangWook-Shin HanPublished in: SIGMOD Conference (2011)
Keyphrases
- support vector
- learning machines
- large margin classifiers
- feature selection
- information retrieval
- database
- binary classification
- indexing method
- support vector machine
- text retrieval
- kernel function
- maximum margin
- image indexing
- index terms
- hyperplane
- multimedia databases
- generalization ability
- classification accuracy
- access methods
- multi class
- database systems
- multi class classification
- geometric hashing
- video indexing
- generalization bounds
- soft margin
- brute force
- support vectors
- support vector regression
- content based retrieval
- radial basis function
- logistic regression
- loss function
- training examples
- training set
- feature space
- multimedia
- data sets