Kernel functions

Linear

Gaussian

Automatically estimating a Gaussian kernel from data

Polynomial

Kernel Methods

Kernel Support Vector Machines

Kernel Principal Component Analysis

Kernel Discriminant Analysis

Kernel Nearest Neighbors

Kernel K-Means

Explicit kernel mappings