Online Signature Verification With Support Vector Machines Based on LCSS Kernel Functions.
Christian GruberThiemo GruberSebastian KrinningerBernhard SickPublished in: IEEE Trans. Syst. Man Cybern. Part B (2010)
Keyphrases
- kernel function
- kernel methods
- learning classifier systems
- support vector
- feature space
- support vector machine
- input space
- high dimensional
- kernel matrix
- hyperplane
- high dimensional feature space
- svm classifier
- support vectors
- polynomial kernels
- reproducing kernel hilbert space
- gaussian kernels
- kernel trick
- real valued
- special case
- multiple kernel learning
- kernel learning
- dot product
- positive semidefinite
- feature maps
- classification accuracy
- feature set
- model selection