Online Signature Verification with New Time Series Kernels for Support Vector Machines.
Christian GruberThiemo GruberBernhard SickPublished in: ICB (2006)
Keyphrases
- support vector
- large margin classifiers
- learning machines
- kernel function
- multi class
- kernel methods
- multiple kernel learning
- cross validation
- support vector machine
- logistic regression
- polynomial kernels
- loss function
- radial basis function
- generalization ability
- non stationary
- rbf kernel
- kernel parameters
- binary classification
- maximum margin
- classification accuracy
- margin maximization
- generalization bounds
- multivariate time series
- support vector classification
- support vectors
- dynamic time warping
- hyperplane
- svm classification
- training examples
- svm classifier
- multi class classification
- subsequence matching
- feature selection
- pairwise
- support vector regression
- soft margin
- gaussian kernels
- moving average
- linear svm
- autoregressive
- kernel machines
- symbolic representation