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Classification Analysis of DNA Microarrays

Handbook / Manual

Series: Wiley Series in Bioinformatics: Computational Techniques and Engineering

By: Leif E Peterson

John Wiley & Sons

Hardback | May 2013 | #194867 | ISBN-13: 9780470170816
Availability: Usually dispatched within 4 days Details
NHBS Price: £66.95 $89/€76 approx

About this book

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. Classification Analysis of DNA Microarray Data 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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