979 search results - page 27 / 196 » Support Vector Machine Classification with Indefinite Kernel... |
112
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AVSS
2007
IEEE
15 years 6 months ago
2007
IEEE
This paper proposes to apply optimized One-Class Support Vector Machines (1-SVMs) as a discriminative framework in order to address a specific audio classification problem. Firs...
84
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ICCS
2007
Springer
15 years 5 months ago
2007
Springer
Abstract. We compared a support vector machine (SVM) with a back propagation neural network (BPNN) for the task of text classification of XiangShan science conference (XSSC) web do...
94
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ICML
2005
IEEE
16 years 16 days ago
2005
IEEE
This paper presents an approach to build Sparse Large Margin Classifiers (SLMC) by adding one more constraint to the standard Support Vector Machine (SVM) training problem. The ad...
118
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NECO
2000
14 years 11 months ago
2000
We present a new method that we call Generalized Discriminant Analysis (GDA) to deal with nonlinear discriminant analysis using kernel function operator. The underlying theory is ...
ICIP
2000
IEEE
16 years 1 months ago
2000
IEEE