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ICML
2005
IEEE

128views Machine Learning» more ICML 2005»

An efficient method for simplifying support vector machines

15 years 10 months ago

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In this paper we describe a new method to reduce the complexity of support vector machines by reducing the number of necessary support vectors included in their solutions. The red...

DucDung Nguyen, Tu Bao Ho

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AUSDM
2006
Springer

177views Data Mining» more AUSDM 2006»

On The Optimal Working Set Size in Serial and Parallel Support Vector Machine Learning With The Decomposition Algorithm

15 years 1 months ago

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The support vector machine (SVM) is a wellestablished and accurate supervised learning method for the classification of data in various application fields. The statistical learnin...

Tatjana Eitrich, Bruno Lang

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ICIP
2002
IEEE

98views Image Processing» more ICIP 2002»

On the stability of support vector machines for face detection

15 years 11 months ago