545 search results - page 5 / 109 » Support Vector Regression Using Mahalanobis Kernels |
141
click to vote
IDEAL
2004
Springer
15 years 10 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...
162
click to vote
ISMIR
2005
Springer
15 years 10 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...
138
click to vote
ICASSP
2007
IEEE
15 years 11 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...
119
click to vote
AAAI
2006
15 years 6 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...