512 search results - page 23 / 103 » Tangent Distance Kernels for Support Vector Machines |
136
Voted
CIKM
2009
Springer
15 years 10 months ago
2009
Springer
Support vector machines (SVMs) have been widely used in multimedia retrieval to learn a concept in order to find the best matches. In such a SVM active learning environment, the ...
152
Voted
ISMIR
2005
Springer
15 years 9 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...
134
Voted
ICML
1998
IEEE
16 years 4 months ago
1998
IEEE
Computational comparison is made between two feature selection approaches for nding a separating plane that discriminates between two point sets in an n-dimensional feature space ...
129
Voted
ICML
2003
IEEE
16 years 4 months ago
2003
IEEE
Distance-based methods in machine learning and pattern recognition have to rely on a metric distance between points in the input space. Instead of specifying a metric a priori, we...
152
Voted
ICML
2006
IEEE
15 years 9 months ago
2006
IEEE
There are well-established methods for reducing the number of support vectors in a trained binary support vector machine, often with minimal impact on accuracy. We show how reduce...