On a class of support vector kernels based on frames in function Hilbert spaces.
There has been an increasing interest in kernel-based techniques, such as support vector techniques, regularization networks, and gaussian processes. There are inner relationships among those techniques, with the kernel function playing a central role. This article discusses a new class of kernel functions derived from the so-called frames in a function Hilbert space.
Gao
J B
JB
Image, Speech and Intelligent System Research Group, Department of Electronics and Computer Science, University of Southampton, Southampton SO17 1BJ, UK.
Harris
C J
CJ
Gunn
S R
SR
D000465:Algorithms; D016571:Neural Networks, Computer; D016011:Normal Distribution