Cascade Support Vector Machines with Dimensionality Reduction

Cascade support vector machines have been introduced as extension of classic support vector machines that allow a fast training on large data sets. In this work, we combine cascade support vector machines with dimensionality reduction based preprocessing. The cascade principle allows fast learning b...

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Bibliographic Details
Main Author: Oliver Kramer
Format: Article
Language:English
Published: Wiley 2015-01-01
Series:Applied Computational Intelligence and Soft Computing
Online Access:http://dx.doi.org/10.1155/2015/216132
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