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» Properties of Support Vector Machines
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ICIP
2008
IEEE
16 years 8 months ago
Recovering wavelet relations using SVM for image denoising
Here we propose an alternative non-explicit way to take into account the relations among wavelet coefficients in natural images for denoising: we use Support Vector Machines (SVM)...
Valero Laparra, Juan Gutierrez, Gustavo Camps-Vall...
ICDM
2008
IEEE
136views Data Mining» more  ICDM 2008»
16 years 25 days ago
Generalized Framework for Syntax-Based Relation Mining
Supervised approaches to Data Mining are particularly appealing as they allow for the extraction of complex relations from data objects. In order to facilitate their application i...
Bonaventura Coppola, Alessandro Moschitti, Daniele...
ESANN
2004
15 years 7 months ago
Evolutionary tuning of multiple SVM parameters
The problem of model selection for support vector machines (SVMs) is considered. We propose an evolutionary approach to determine multiple SVM hyperparameters: The covariance matr...
Frauke Friedrichs, Christian Igel
KBSE
2007
IEEE
16 years 20 days ago
A framework and tool supports for testing modularity of software design
Modularity is one of the most important properties of a software design, with significant impact on changeability and evolvability. However, a formalized and automated approach i...
Yuanfang Cai, Sunny Huynh, Tao Xie
CAGD
2008
82views more  CAGD 2008»
15 years 6 months ago
On rationally supported surfaces
We analyze the class of surfaces which are equipped with rational support functions. Any rational support function can be decomposed into a symmetric (even) and an antisymmetric (...
Jens Gravesen, Bert Jüttler, Zbynek Sí...