94 search results - page 2 / 19 » Simple Incremental One-Class Support Vector Classification |
151
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ICPR
2008
IEEE
16 years 17 days ago
2008
IEEE
OneClassMaxMinOver (OMMO) is a simple incremental algorithm for one-class support vector classification. We propose several enhancements and heuristics for improving model select...
159
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ICPR
2008
IEEE
16 years 7 months ago
2008
IEEE
Background modeling is an essential and important part of many high-level video processing applications. Recently, the Support Vector Data Description (SVDD) has been introduced f...
147
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DAGM
2004
Springer
15 years 10 months ago
2004
Springer
The well-known and very simple MinOver algorithm is reformulated for incremental support vector classification with and without kernels. A modified proof for its O(t-1/2 ) converge...
177
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ASC
2008
15 years 6 months ago
2008
A dynamic classification using the support vector machine (SVM) technique is presented in this paper as a new `incremental' framework for multiple-classifying video stream da...
137
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IWANN
1999
Springer
15 years 10 months ago
1999
Springer
Abstract: Support vector machines (SVMs) are primarily designed for 2-class classification problems. Although in several papers it is mentioned that the combination of K SVMs can b...