Classification Analysis of DNA Microarray Data
Peterson, Leif E.
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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.
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Pre-order now for Tue 19 Mar 2013 release. Despatch to customer occurs at a minimum of 1 working day after release date (release dates are subject to change).
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