Author: Ujjwal Maulik
Edition: 1
Publisher: Wiley
Binding: Hardcover
ISBN: 047058159X
Computational Intelligence and Pattern Analysis in Biology Informatics (Wiley Series in Bioinformatics)
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. Medical books Computational Intelligence and Pattern Analysis in Biology Informatics . p>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 Medical books Computational Intelligence And Pattern Analysis In Biology Informatics Maulik, U. author jason t wang author sanghamitra bandyopadhyay author ujjwal maulik format hardback language english publication year 12 11 2010 series wiley series in bioinformatics subject mathematics sciences subject 2 life sciences general title computational intelligence and pattern analysis in biology informatics author maulik ujjwal bandyopadhyay sanghamitra wang jason t publisher john wiley sons inc publication date nov 30 2010 pages 372 binding hardcover edition 1 st dimensions 6 50 wx 9 75 hx
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author jason t wang author sanghamitra bandyopadhyay author ujjwal maulik format hardback language english publication year 12 11 2010 series wiley series in bioinformatics subject mathematics sciences subject 2 life sciences general title computational intelligence and pattern analysis in biology informatics author maulik ujjwal bandyopadhyay sanghamitra wang jason t publisher john wiley sons inc publication date nov 30 2010 pages 372 binding hardcover edition 1 st dimensions 6 50 wx 9 75 hx
"Computational Intelligence (CI) is a successor of artificial intelligence combining elements of learning, adaptation, evolution and logic to create programs that are, in some sense, intelligent. CI exhibits an ability to learn or deal with new situations, such that the system is perceived to possess one or more attributes of reason. The different methodologies in CI work synergistically and provide, in one form or another, flexible information processing capabilities for handling a huge volume of real life data with noises, ambiguity, and missing values. Solving problems often involves search
"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"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 informationMedical Book Computational Intelligence and Pattern Analysis in Biology Informatics
p>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.
