| Analysis of DNA Microarrays Contributor(s): Peterson, Leif E. (Author), Pan, Yi (Editor), Zomaya, Albert Y. (Editor) |
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ISBN: 0470170816 ISBN-13: 9780470170816 Publisher: Wiley-IEEE Computer Society PR OUR PRICE: $113.95 Product Type: Hardcover - Other Formats Published: April 2013 Annotation: 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. |
| Additional Information |
| BISAC Categories: - Computers | Databases - Data Mining |
| Dewey: 572.863 |
| LCCN: 2013007115 |
| Series: Wiley Series in Bioinformatics: Computational Techniques and Engineering |
| Physical Information: 1.6" H x 6.3" W x 9.3" (2.60 lbs) 736 pages |