990 search results - page 45 / 198 » Evolving kernels for support vector machine classification |
143
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CSDA
2010
15 years 1 months ago
2010
A modified active subset selection method based on quadratic R
125
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SAINT
2003
IEEE
15 years 9 months ago
2003
IEEE
In this paper, we utilize a simple support vector machine to identify commercial electronic mail. The use of a personalized dictionary for model training provided a classification...
141
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ICDAR
2005
IEEE
15 years 10 months ago
2005
IEEE
A binary hierarchical classifier is proposed to solve the multi-class classification problem. We also require rejection of non-target inputs, which thus producing a very difficult...
170
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BMCBI
2006
15 years 4 months ago
2006
Background: Multicategory Support Vector Machines (MC-SVM) are powerful classification systems with excellent performance in a variety of data classification problems. Since the p...
179
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DAGM
2004
Springer
15 years 8 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...