976 search results - page 32 / 196 » Training of Support Vector Machines with Mahalanobis Kernels |
163
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ICONIP
2009
15 years 3 months ago
2009
In this paper, we propose a support vector machine with automatic confidence (SVMAC) for gender classification based on facial images. Namely, we explore how to incorporate confide...
173
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CIBCB
2007
IEEE
16 years 12 days ago
2007
IEEE
Abstract— We applied Support Vector Machines to the prediction of the subcellular localization of transmembrane proteins, and compared the performance of different sequence kerne...
143
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ICASSP
2008
IEEE
16 years 15 days ago
2008
IEEE
The performance of a kernel-based learning algorithm depends very much on the choice of the kernel. Recently, much attention has been paid to the problem of learning the kernel it...
148
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ESANN
2006
15 years 7 months ago
2006
We consider the model selection problem for support vector machines applied to binary classification. As the data generating process is unknown, we have to rely on heuristics as mo...
164
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ICCV
2009
IEEE
15 years 3 months ago
2009
IEEE
The use of Mercer kernel methods in statistical learning theory provides for strong learning capabilities, as seen in kernel principal component analysis and support vector machin...