976 search results - page 37 / 196 » Training of Support Vector Machines with Mahalanobis Kernels |
165
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CSDA
2010
15 years 3 months ago
2010
A modified active subset selection method based on quadratic R
172
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EUSFLAT
2009
15 years 3 months ago
2009
This paper demonstrates that several known sequence kernels can be expressed in a unified framework in which the position specificity is modeled by fuzzy equivalence relations. In ...
202
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DAGM
2004
Springer
15 years 9 months ago
2004
Springer
Abstract. In this paper, we present a novel method for reducing the computational complexity of a Support Vector Machine (SVM) classifier without significant loss of accuracy. We a...
176
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PKDD
2009
Springer
16 years 18 days ago
2009
Springer
We explore an algorithm for training SVMs with Kernels that can represent the learned rule using arbitrary basis vectors, not just the support vectors (SVs) from the training set. ...
158
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INFORMATICASI
2002
15 years 5 months ago
2002
Image categorization is the problem of classifying images into one or more of several possible categories or classes, which are defined in advance. Classifiers can be trained usin...