LEADER 04275nam 2200757Ia 450 001 9910822611603321 005 20200520144314.0 010 $a1-282-72891-1 010 $a9786612728914 010 $a0-470-87235-7 010 $a0-470-87234-9 035 $a(CKB)2670000000037776 035 $a(EBL)573769 035 $a(SSID)ssj0000414602 035 $a(PQKBManifestationID)11309755 035 $a(PQKBTitleCode)TC0000414602 035 $a(PQKBWorkID)10395786 035 $a(PQKB)10118794 035 $a(CaSebORM)9781118097809 035 $a(Au-PeEL)EBL573769 035 $a(CaPaEBR)ebr10419381 035 $a(CaONFJC)MIL272891 035 $a(PPN)198077564 035 $a(MiAaPQ)EBC573769 035 $a(OCoLC)777631759 035 $a(OCoLC)495781594 035 $a(FINmELB)ELB179113 035 $a(EXLCZ)992670000000037776 100 $a20100702d2010 uy 0 101 0 $aeng 135 $aur|n|---||||| 181 $ctxt 182 $cc 183 $acr 200 00$aComputational intelligence and pattern analysis in biology informatics /$fedited by Ujjwal Maulik, Sanghamitra Bandyopadhyay, Jason T. Wang 205 $a1st edition 210 $aHoboken, NJ $cJohn Wiley & Sons$dc2010 215 $a1 online resource (395 p.) 225 1 $aWiley Series in Bioinformatics ;$vv.20 300 $aDescription based upon print version of record. 311 $a0-470-58159-X 320 $aIncludes bibliographical references and index. 327 $aCOMPUTATIONAL 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 Structures 327 $a8 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 Genes 327 $a15 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 Engineering 330 $aAn invaluable tool in Bioinformatics, this unique volume provides both theoretical and experimental results, and describes basic principles of computational intelligence and pattern analysis while deepening the reader's understanding of the ways in which these principles can be used for analyzing biological data in an efficient manner. This book synthesizes current research in the integration of computational intelligence and pattern analysis techniques, either individually or in a hybridized manner. The purpose is to analyze biological data and enable extraction of more meaningful informati 410 0$aWiley Series in Bioinformatics 606 $aBioinformatics 606 $aComputational biology 606 $aArtificial intelligence 606 $aPattern recognition systems 615 0$aBioinformatics. 615 0$aComputational biology. 615 0$aArtificial intelligence. 615 0$aPattern recognition systems. 676 $a570.285 701 $aMaulik$b Ujjwal$01660942 701 $aBandyopadhyay$b Sanghamitra$f1968-$0471674 701 $aWang$b Jason T. L$01611437 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910822611603321 996 $aComputational intelligence and pattern analysis in biology informatics$94016522 997 $aUNINA