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Kernel Based Algorithms for Mining Huge Data Sets [2006]

1
Introduction
11
Support Vector Machines in Classification and Regression — An Introduction
61
Iterative Single Data Algorithm for Kernel Machines from Huge Data Sets: Theory and Performance
97
Feature Reduction with Support Vector Machines and Application in DNA Microarray Analysis
125
Semi-supervised Learning and Applications
175
Unsupervised Learning by Principal and Independent Component Analysis
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