Computational Intelligence and Pattern Analysis in Biology Informatics



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Computational Intelligence and Pattern Analysis in Biology Informatics
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AuthorsUjjwal Maulik, Sanghamitra Bandyopadhyay, Jason T. Wang
PublisherWiley
Published2010
Pages372
LanguageEnglish
FormatPaper book / ebook (PDF)
ISBN-10047058159X
ISBN-139780470581599
EBook Hardcover Paperback

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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