990 search results - page 110 / 198 » Evolving kernels for support vector machine classification |
138
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SDM
2009
SIAM
16 years 1 months ago
2009
SIAM
Support Vector Machines (SVMs) are a leading tool in classification and pattern recognition and the kernel function is one of its most important components. This function is used...
124
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DAS
2010
Springer
15 years 8 months ago
2010
Springer
In this paper we tackle the problem of document image retrieval by combining a similarity measure between documents and the probability that a given document belongs to a certain ...
127
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DIS
2006
Springer
15 years 7 months ago
2006
Springer
Mars probes send back to Earth enormous amount of data. Automating the analysis of this data and its interpretation represents a challenging test of significant benefit to the doma...
129
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ICIP
2004
IEEE
16 years 5 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...
127
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ICANN
2005
Springer
15 years 9 months ago
2005
Springer
This paper presents a new method for the selection of the two hyperparameters of Least Squares Support Vector Machine (LS-SVM) approximators with Gaussian Kernels. The two hyperpar...