Knowledge-Based Green's Kernel for Support Vector Regression

This paper presents a novel prior knowledge-based Green's kernel for support vector regression (SVR). After reviewing the correspondence between support vector kernels used in support vector machines (SVMs) and regularization operators used in regularization networks and the use of Green's...

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Bibliographic Details
Main Authors: Tahir Farooq, Aziz Guergachi, Sridhar Krishnan
Format: Article
Language:English
Published: Hindawi Limited 2010-01-01
Series:Mathematical Problems in Engineering
Online Access:http://dx.doi.org/10.1155/2010/378652