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» Semi-Supervised Support Vector Machines

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ML
2007
ACM

130views Machine Learning» more ML 2007»

A note on Platt's probabilistic outputs for support vector machines

15 years 1 months ago

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Platt’s probabilistic outputs for Support Vector Machines (Platt, 2000) has been popular for applications that require posterior class probabilities. In this note, we propose an ...

Hsuan-Tien Lin, Chih-Jen Lin, Ruby C. Weng

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111

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ECML
2005
Springer

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Infinite Ensemble Learning with Support Vector Machines

15 years 7 months ago

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Hsuan-Tien Lin, Ling Li

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129

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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 5 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

16 years 3 months ago