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» Support vector clustering

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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

13 years 11 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

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On the stability of support vector machines for face detection

14 years 9 months ago

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Ioan Buciu, Constantine Kotropoulos, Ioannis Pitas

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ICPR
2006
IEEE

149views computer vision» more ICPR 2006»

Metric tree partitioning and Taylor approximation for fast support vector classification

14 years 8 months ago

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This paper presents a method to speed up support vector classification, especially important when data is highdimensional. Unlike previous approaches which focus on less support v...

Thang V. Pham, Arnold W. M. Smeulders

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ICPR
2002
IEEE

99views computer vision» more ICPR 2002»

A Subspace Approach to Face Detection with Support Vector Machines

14 years 8 months ago

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Haizhou Ai, Lihang Ying, Guangyou Xu

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