Computational intelligence and pattern analysis in biology informatics

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 analyzi...

Celý popis

Uloženo v:
Podrobná bibliografie
Hlavní autoři: Maulik, Ujjwal, Bandyopadhyay, Sanghamitra, Wang, Jason T
Médium: E-kniha Kniha
Jazyk:angličtina
Vydáno: Hoboken, N.J Wiley 2010
Wiley-Blackwell
John Wiley & Sons, Incorporated
Vydání:1st ed.
Edice:Wiley Series in Bioinformatics
Témata:
Artificial intelligence
Bioinformatics
Bioinformatics & Computational Biology
Computational biology
MEDICAL / Immunology
MEDICAL / Industrial Medicine see Occupational & Industrial Medicine
Pattern recognition systems
ISBN:9780470872345, 9780470581599, 047058159X, 0470872349, 0470872357, 9780470872352
On-line přístup:Získat plný text
Tagy: Přidat tag
Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!
Obsah:
  • Intro -- 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 Structures -- 8 Characterization of Conformational Patterns in Active and Inactive Forms of Kinases using Protein Blocks Approach -- 9 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 -- 15 Prediction of Protein-Protein Interactions -- 16 Analyzing Topological Properties of Protein-Protein Interaction Networks: A Perspective Toward Systems Biology -- Index -- Wiley Series on Bioinformatics: Computational Techniques and Engineering