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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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.
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Produktdetaljer
ISBN
9781118453070
Publisert
2012-12-18
Utgiver
Vendor
John Wiley & Sons Inc
Vekt
2907 gr
Høyde
276 mm
Bredde
240 mm
Dybde
41 mm
Aldersnivå
P, 06
Språk
Product language
Engelsk
Format
Product format
Ikke i salg
Antall sider
720
Forfatter