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» Support Vector Committee Machines

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PKDD
2009
Springer

132views Data Mining» more PKDD 2009»

Decomposition Algorithms for Training Large-Scale Semiparametric Support Vector Machines

14 years 2 months ago

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Sangkyun Lee, Stephen J. Wright

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FGR
2006
IEEE

297views Biometrics» more FGR 2006»

Automatic Skin Segmentation for Gesture Recognition Combining Region and Support Vector Machine Active Learning

14 years 2 months ago

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Skin segmentation is the cornerstone of many applications such as gesture recognition, face detection, and objectionable image filtering. In this paper, we attempt to address the ...

Junwei Han, George Awad, Alistair Sutherland, Hai ...

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ICMCS
2006
IEEE

151views Multimedia» more ICMCS 2006»

Support Vector Machine for Multiple Feature Classifcation

14 years 2 months ago

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In this paper an effective method of using SVM classifier for multiple feature classification is proposed. Compared with traditional combination methods where all needed base clas...

Bing-Yu Sun, Moon-Chuen Lee

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IJCNN
2006
IEEE

146views Neural Networks» more IJCNN 2006»

Learning the Kernel in Mahalanobis One-Class Support Vector Machines

14 years 2 months ago

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— In this paper, we show that one-class SVMs can also utilize data covariance in a robust manner to improve performance. Furthermore, by constraining the desired kernel function ...

Ivor W. Tsang, James T. Kwok, Shutao Li

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IJCNN
2006
IEEE

90views Neural Networks» more IJCNN 2006»

Support Vector Machine with Fuzzy Decision-Making for Real-world Data Classification

14 years 2 months ago

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