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Kernel Based Algorithms for Mining Huge Data Sets

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Cover of 'Kernel Based Algorithms for Mining Huge Data Sets'

Table of Contents

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    Book Overview
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    Chapter 1 Kernel Based Algorithms for Mining Huge Data Sets
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    Chapter 2 Support Vector Machines in Classification and Regression — An Introduction
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    Chapter 3 Iterative Single Data Algorithm for Kernel Machines from Huge Data Sets: Theory and Performance
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    Chapter 4 Feature Reduction with Support Vector Machines and Application in DNA Microarray Analysis
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    Chapter 5 Semi-supervised Learning and Applications
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    Chapter 6 Unsupervised Learning by Principal and Independent Component Analysis
Attention for Chapter 2: Support Vector Machines in Classification and Regression — An Introduction
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