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Kernel Based Algorithms for Mining Huge Data Sets [2006]
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Introduction
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Support Vector Machines in Classification and Regression — An Introduction
- 61
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Iterative Single Data Algorithm for Kernel Machines from Huge Data Sets: Theory and Performance
- 97
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Feature Reduction with Support Vector Machines and Application in DNA Microarray Analysis
- 125
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Semi-supervised Learning and Applications
- 175
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Unsupervised Learning by Principal and Independent Component Analysis