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Classification Analysis of DNA Microarray Data on Hardback by Leif E Peterson
Classification Analysis of DNA Microarray Data on Hardback by Leif E Peterson
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Classification Analysis of DNA Microarrays

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Description

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.
Release date NZ
January 4th, 2013
Audience
  • Professional & Vocational
Country of Publication
United Kingdom
Imprint
Wiley-Blackwell (an imprint of John Wiley & Sons Ltd)
Pages
400
Publisher
John Wiley and Sons Ltd
ISBN-13
9780470170816
Product ID
10373279

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