157 search results - page 4 / 32 » The Entire Regularization Path for the Support Vector Machin... |
NIPS
2004
13 years 6 months ago
2004
We describe an algorithm for support vector machines (SVM) that can be parallelized efficiently and scales to very large problems with hundreds of thousands of training vectors. I...
ISMIR
2005
Springer
13 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...
IROS
2006
IEEE
13 years 11 months ago
2006
IEEE
— This paper describes a unique approach of applying a pattern classification technique to robot path planning. A collision-free path connecting a start and a goal point provide...
ISBI
2004
IEEE
14 years 6 months ago
2004
IEEE
The wavelet decomposition of a high-dimensional shape transformation posed in a mass-preserving framework is used as a morphological signature of a brain image. Population differe...
ICPR
2008
IEEE
13 years 11 months ago
2008
IEEE
OneClassMaxMinOver (OMMO) is a simple incremental algorithm for one-class support vector classification. We propose several enhancements and heuristics for improving model select...