976 search results - page 31 / 196 » Training of Support Vector Machines with Mahalanobis Kernels |
164
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NIPS
2000
15 years 7 months ago
2000
An on-line recursive algorithm for training support vector machines, one vector at a time, is presented. Adiabatic increments retain the KuhnTucker conditions on all previously se...
200
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TR
2010
15 years 22 days ago
2010
This paper investigates the use of a one-class support vector machine algorithm to detect the onset of system anomalies, and trend output classification probabilities, as a way to ...
194
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IJCNN
2006
IEEE
16 years 2 days ago
2006
IEEE
— the paper discusses an approach of using traditional time series analysis, as domain knowledge, to help the data-preparation of support vector machine for classifying documents...
133
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SDM
2007
SIAM
15 years 7 months ago
2007
SIAM
We study a class of algorithms that speed up the training process of support vector machines (SVMs) by returning an approximate SVM. We focus on algorithms that reduce the size of...
164
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ICCS
2007
Springer
16 years 6 days ago
2007
Springer
In this paper, active learning with support vector machines (SVMs) is applied to the problem of tornado prediction. This method is used to predict which storm-scale circulations yi...