545 search results - page 5 / 109 » Support Vector Regression Using Mahalanobis Kernels |
IDEAL
2004
Springer
14 years 2 months ago
2004
Springer
Abstract— The paper presents an efficient construction algorithm for obtaining sparse kernel density estimates based on a regression approach that directly optimizes model gener...
ISMIR
2005
Springer
14 years 2 months ago
2005
Springer
Searching and organizing growing digital music collections requires automatic classification of music. This paper describes a new system, tested on the task of artist identifica...
MCS
2002
Springer
13 years 8 months ago
2002
Springer
ICASSP
2007
IEEE
14 years 3 months ago
2007
IEEE
Abstract— This work considers a combination classificationregression based framework with the proposal of using learned kernels in modified support vector regression to provide...
AAAI
2006
13 years 10 months ago
2006
We propose a simple mechanism for incorporating advice (prior knowledge), in the form of simple rules, into support-vector methods for both classification and regression. Our appr...