Kernel Based Algorithms for Mining Huge Data Sets - Studies in Computational Intelligence
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Published By Springer-Verlag

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Unsupervised Learning by Principal and Independent Component Analysis

Kernel Based Algorithms for Mining Huge Data Sets - Studies in Computational Intelligence ◽

10.1007/3-540-31689-2_6 ◽

2006 ◽

pp. 175-208

Keyword(s):

Independent Component Analysis ◽

Unsupervised Learning ◽

Component Analysis ◽

Independent Component

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Iterative Single Data Algorithm for Kernel Machines from Huge Data Sets: Theory and Performance

Kernel Based Algorithms for Mining Huge Data Sets - Studies in Computational Intelligence ◽

10.1007/3-540-31689-2_3 ◽

2006 ◽

pp. 61-95 ◽

Keyword(s):

Data Sets ◽

Kernel Machines ◽

Huge Data ◽

Single Data ◽

And Performance ◽

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Introduction

Kernel Based Algorithms for Mining Huge Data Sets - Studies in Computational Intelligence ◽

10.1007/3-540-31689-2_1 ◽

2006 ◽

pp. 1-9

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Feature Reduction with Support Vector Machines and Application in DNA Microarray Analysis

Kernel Based Algorithms for Mining Huge Data Sets - Studies in Computational Intelligence ◽

10.1007/3-540-31689-2_4 ◽

2006 ◽

pp. 97-123

Keyword(s):

Support Vector Machines ◽

Microarray Analysis ◽

Dna Microarray ◽

Feature Reduction ◽

Support Vector ◽

Dna Microarray Analysis ◽

Vector Machines

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Support Vector Machines in Classification and Regression — An Introduction

Kernel Based Algorithms for Mining Huge Data Sets - Studies in Computational Intelligence ◽

10.1007/3-540-31689-2_2 ◽

2006 ◽

pp. 11-60

Keyword(s):

Support Vector Machines ◽

Support Vector ◽

Vector Machines ◽

Classification And Regression

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Semi-supervised Learning and Applications

Kernel Based Algorithms for Mining Huge Data Sets - Studies in Computational Intelligence ◽

10.1007/3-540-31689-2_5 ◽

2006 ◽

pp. 125-173 ◽

Keyword(s):

Supervised Learning

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