Classification Analysis of DNA Microarrays (Blandet mediaprodukt)

Serie: Wiley Series in Bioinformatics 

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Innbinding: Blandet mediaprodukt
Utgivelsesår: 2013
Antall sider: 736
Forlag: John Wiley and Sons Ltd
Språk: Engelsk
Serie: Wiley Series in Bioinformatics
ISBN/EAN: 9780470170816
Omtale: Classification Analysis of DNA Microarrays
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.

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