613 search results - page 44 / 123 » The Pre-Image Problem in Kernel Methods |
129
Voted
RECOMB
2005
Springer
16 years 2 months ago
2005
Springer
Background: Support Vector Machines (SVMs) ? using a variety of string kernels ? have been successfully applied to biological sequence classification problems. While SVMs achieve ...
119
Voted
ICANN
2007
Springer
15 years 6 months ago
2007
Springer
In this paper, we discuss fuzzy classifiers based on Kernel Discriminant Analysis (KDA) for two-class problems. In our method, first we employ KDA to the given training data and ca...
109
Voted
ICIP
2004
IEEE
16 years 4 months ago
2004
IEEE
This paper presents a robust face detector under partial occlusion. In recent years, the effectiveness of Support Vector Machine (SVM) to object detection is reported. However, co...
115
Voted
ICMLA
2008
15 years 3 months ago
2008
In this paper, we introduce two new formulations for multi-class multi-kernel relevance vector machines (mRVMs) that explicitly lead to sparse solutions, both in samples and in nu...
113
click to vote
CVPR
2008
IEEE
15 years 8 months ago
2008
IEEE
Spatial pyramid matching (SPM) is a simple yet effective approach to compute similarity between images. Similarity kernels at different regions and scales are usually fused by som...