Computational Intelligence Contributor(s): Maulik (Author), Bandyopadhyay (Author), Wang (Author) |
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ISBN: 047058159X ISBN-13: 9780470581599 Publisher: John Wiley & Sons OUR PRICE: $141.50 Product Type: Hardcover - Other Formats Published: November 2010 |
Additional Information |
BISAC Categories: - Medical | Immunology |
Dewey: 570.285 |
LCCN: 2010028353 |
Series: Wiley Series on Bioinformatics: Computational Techniques and Engineering |
Physical Information: 1" H x 6.2" W x 9.3" (1.65 lbs) 372 pages |
Descriptions, Reviews, Etc. |
Publisher Description: An invaluable tool in Bioinformatics, this unique volume provides both theoretical and experimental results, and describes basic principles of computational intelligence and pattern analysis while deepening the reader's understanding of the ways in which these principles can be used for analyzing biological data in an efficient manner. This book synthesizes current research in the integration of computational intelligence and pattern analysis techniques, either individually or in a hybridized manner. The purpose is to analyze biological data and enable extraction of more meaningful information and insight from it. Biological data for analysis include sequence data, secondary and tertiary structure data, and microarray data. These data types are complex and advanced methods are required, including the use of domain-specific knowledge for reducing search space, dealing with uncertainty, partial truth and imprecision, efficient linear and/or sub-linear scalability, incremental approaches to knowledge discovery, and increased level and intelligence of interactivity with human experts and decision makers
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