2193 search results - page 129 / 439 » Properties of Support Vector Machines |
156
click to vote
SCIA
2005
Springer
15 years 12 months ago
2005
Springer
Abstract. We address the problem of incorporating transformation invariance in kernels for pattern analysis with kernel methods. We introduce a new class of kernels by so called Ha...
134
click to vote
ICML
2005
IEEE
16 years 7 months ago
2005
IEEE
We propose machine learning methods for the estimation of deformation fields that transform two given objects into each other, thereby establishing a dense point to point correspo...
189
click to vote
ECIR
2010
Springer
15 years 4 months ago
2010
Springer
Abstract. Machine learning ranking methods are increasingly applied to ranking tasks in information retrieval (IR). However ranking tasks in IR often differ from standard ranking t...
166
click to vote
ICPR
2010
IEEE
15 years 9 months ago
2010
IEEE
This paper presents a distributed Support Vector Machine (SVM) algorithm in order to detect malicious software (malware) on a network of mobile devices. The light-weight system mo...
138
click to vote
ICANN
2007
Springer
16 years 16 days ago
2007
Springer
Support Vector Machines (SVMs) for classification tasks produce sparse models by maximizing the margin. Two limitations of this technique are considered in this work: firstly, th...