Computational Intelligence and Pattern Analysis in Biology Informatics

Language: English

Published by John Wiley and Sons Inc, US, 2010

047058159X / 9780470581599

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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 Chapters authored by leading researchers in CI in biology informatics.Covers highly relevant topics: rational drug design; analysis of microRNAs and their involvement in human diseases.Supplementary material included: program code and relevant data sets correspond to chapters.

Seller Inventory # LU-9780470581599

Title
Computational Intelligence and Pattern Analysis in Biology Informatics
Author
Sanghamitra Bandyopadhyay, Jason T. Wang, Ujjwal Maulik
Publisher
John Wiley and Sons Inc, US
Publication year
2010
Condition
New
Binding
Hardback
Language
English
ISBN 10
047058159X
ISBN 13
9780470581599
Item weight
744 grams

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