IEEE

An Explicit Description of the Reproducing Kernel Hilbert Spaces of Gaussian RBF Kernels

Abstract: Although Gaussian radial basis function (RBF) kernels are one of the most often used kernels in modern machine learning methods such as support vector machines (SVMs), little is known about ...
IEEE

Weighted radial basis function kernels-based support vector machines for multispectral image classification

Abstract: Radial basis function (RBF) has been widely used in kernel-based approaches. This paper extended RBF kernels to weighted RBF (WRBF) kernels by introducing a weighting matrix A into RBF ...