04232nam 2200733Ia 450 991014082200332120200520144314.01-282-72891-197866127289140-470-87235-70-470-87234-9(CKB)2670000000037776(EBL)573769(SSID)ssj0000414602(PQKBManifestationID)11309755(PQKBTitleCode)TC0000414602(PQKBWorkID)10395786(PQKB)10118794(CaSebORM)9781118097809(Au-PeEL)EBL573769(CaPaEBR)ebr10419381(CaONFJC)MIL272891(PPN)198077564(MiAaPQ)EBC573769(OCoLC)777631759(EXLCZ)99267000000003777620100702d2010 uy 0engur|n|---|||||txtccrComputational intelligence and pattern analysis in biology informatics[electronic resource] /edited by Ujjwal Maulik, Sanghamitra Bandyopadhyay, Jason T. Wang1st editionHoboken, NJ John Wiley & Sonsc20101 online resource (395 p.)Wiley Series in Bioinformatics ;v.20Description based upon print version of record.0-470-58159-X Includes bibliographical references and index.COMPUTATIONAL INTELLIGENCE AND PATTERN ANALYSIS IN BIOLOGICAL INFORMATICS; CONTENTS; Preface; Contributors; PART I INTRODUCTION; 1 Computational Intelligence: Foundations, Perspectives, and Recent Trends; 2 Fundamentals of Pattern Analysis: A Brief Overview; 3 Biological Informatics: Data, Tools, and Applications; PART II SEQUENCE ANALYSIS; 4 Promoter Recognition Using Neural Network Approaches; 5 Predicting microRNA Prostate Cancer Target Genes; PART III STRUCTURE ANALYSIS; 6 Structural Search in RNA Motif Databases; 7 Kernels on Protein Structures8 Characterization of Conformational Patterns in Active and Inactive Forms of Kinases using Protein Blocks Approach9 Kernel Function Applications in Cheminformatics; 10 In Silico Drug Design Using a Computational Intelligence Technique; PART IV MICROARRAY DATA ANALYSIS; 11 Integrated Differential Fuzzy Clustering for Analysis of Microarray Data; 12 Identifying Potential Gene Markers Using SVM Classifier Ensemble; 13 Gene Microarray Data Analysis Using Parallel Point Symmetry-Based Clustering; PART V SYSTEMS BIOLOGY; 14 Techniques for Prioritization of Candidate Disease Genes15 Prediction of Protein-Protein Interactions16 Analyzing Topological Properties of Protein-Protein Interaction Networks: A Perspective Toward Systems Biology; Index; Wiley Series on Bioinformatics: Computational Techniques and EngineeringAn 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 informatiWiley Series in BioinformaticsBioinformaticsComputational biologyArtificial intelligencePattern recognition systemsBioinformatics.Computational biology.Artificial intelligence.Pattern recognition systems.570.285Maulik Ujjwal937858Bandyopadhyay Sanghamitra1968-471674Wang Jason T. L931445MiAaPQMiAaPQMiAaPQBOOK9910140822003321Computational intelligence and pattern analysis in biology informatics2112743UNINA