657 search results - page 43 / 132 » Scaling-Up Support Vector Machines Using Boosting Algorithm |
109
Voted
PKDD
2009
Springer
15 years 9 months ago
2009
Springer
The Support Vector Machine error bound is a function of the margin and radius. Standard SVM algorithms maximize the margin within a given feature space, therefore the radius is fi...
100
Voted
CEC
2007
IEEE
15 years 6 months ago
2007
IEEE
This paper proposes a novel hybrid GA/SVM method that can predict the interactions between proteins intermediated by the protein-domain relations. Firstly, we represented a protein...
144
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ICMCS
2010
IEEE
15 years 3 months ago
2010
IEEE
Labeling persons appearing in video frames with names detected from the video transcript helps improving the video content identification and search task. We develop a face naming...
121
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NIPS
2000
15 years 3 months ago
2000
We present an improvement of Noviko 's perceptron convergence theorem. Reinterpreting this mistakebound as a margindependent sparsity guarantee allows us to give a PAC{style ...
116
Voted
NIPS
2000
15 years 3 months ago
2000
In theory, the Winnow multiplicative update has certain advantages over the Perceptron additive update when there are many irrelevant attributes. Recently, there has been much eff...