3413 search results - page 8 / 683 » New Support Vector Algorithms |
216
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ICCV
2007
IEEE
16 years 22 days ago
2007
IEEE
This paper treats tracking as a foreground/background classification problem and proposes an online semisupervised learning framework. Initialized with a small number of labeled ...
187
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ICANN
2005
Springer
15 years 12 months ago
2005
Springer
Although Support Vector Machines (SVMs) have been successfully applied to solve a large number of classification and regression problems, they suffer from the catastrophic forgetti...
152
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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...
145
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NIPS
2004
15 years 7 months ago
2004
This paper investigates a new learning model in which the input data is corrupted with noise. We present a general statistical framework to tackle this problem. Based on the stati...
163
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BMCBI
2008
15 years 6 months ago
2008
Background: Cancer diagnosis and clinical outcome prediction are among the most important emerging applications of gene expression microarray technology with several molecular sig...