206 search results - page 4 / 42 » Evolutionary Support Vector Regression Machines |
102
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ICML
2005
IEEE
16 years 13 days ago
2005
IEEE
In this paper, we extend the recently proposed Core Vector Machine algorithm to the regression setting by generalizing the underlying minimum enclosing ball problem. The resultant...
106
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GECCO
2005
Springer
15 years 5 months ago
2005
Springer
In support vector machines (SVM), the kernel functions which compute dot product in feature space significantly affect the performance of classifiers. Each kernel function is suit...
105
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GECCO
2007
Springer
15 years 3 months ago
2007
Springer
Recently, evolutionary computation has been successfully integrated into statistical learning methods. A Support Vector Machine (SVM) using evolution strategies for its optimizati...
83
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BMCBI
2008
14 years 11 months ago
2008
GECCO
2007
Springer
15 years 3 months ago
2007
Springer
In this paper we introduce XCSF with support vector prediction: the problem of learning the prediction function is solved as a support vector regression problem and each classifie...