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Book synopsis

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.

Book details

Book category Książki po angielsku Mathematics & science Biology, life sciences Life sciences: general issues

• Full title: Classification Analysis of DNA Microarrays
• Author: Leif E Peterson
• Language: English
• Binding: Hardback
• Number of pages: 736
• EAN: 9780470170816
• ISBN: 0470170816
• ID: 01329314
• Publisher: John Wiley & Sons Inc
• Weight: 1178 g
• Dimensions: 241 × 163 × 41 mm
• Date of publishing: 17. May 2013

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