Classification Analysis of DNA Microarrays (Hardcover)

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Product Overview

The rapid uncontrolled growth of classification methods in DNA microarray studies has resulted in a body of information scattered throughout literature, numerous conference proceedings, and others. This book brings together many of the unsupervised and supervised classification methods now dispersed in the literature. It breaks away from traditional statistical methods by providing chapters on newer machine-learning approaches such as fuzzy methods, artificial neural networks, evolutionary-based genetic algorithms, support vector machines, and swarm intelligence involving particle swarm optimization and ant colony optimization.

Specifications

Publisher John Wiley & Sons Inc
Mfg Part# 9780470170816
SKU 210614607
Format Hardcover
ISBN10 0470170816
Release Date 4/22/2013
Product Attributes
Book Format Hardcover
Number of Pages 0720
Publisher IEEE Computer Society Press
Series Part 7
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