Data Mining in Bioinformatics

ISBN: 978-1-85233-671-4 (Print) 978-1-84628-059-7 (Online)

Table of contents (12 chapters)

  1. Overview

    1. No Access

      Book Chapter

      Pages 3-8

      Introduction to Data Mining in Bioinformatics

    2. No Access

      Book Chapter

      Pages 9-39

      Survey of Biodata Analysis from a Data Mining Perspective

  2. Sequence and Structure Alignment

    1. No Access

      Book Chapter

      Pages 43-57

      AntiClustAl: Multiple Sequence Alignment by Antipole Clustering

    2. No Access

      Book Chapter

      Pages 59-81

      RNA Structure Comparison and Alignment

  3. Biological Data Mining

    1. No Access

      Book Chapter

      Pages 85-103

      Piecewise Constant Modeling of Sequential Data Using Reversible Jump Markov Chain Monte Carlo

    2. No Access

      Book Chapter

      Pages 105-126

      Gene Mapping by Pattern Discovery

    3. No Access

      Book Chapter

      Pages 127-141

      Predicting Protein Folding Pathways

    4. No Access

      Book Chapter

      Pages 143-187

      Data Mining Methods for a Systematics of Protein Subcellular Location

    5. No Access

      Book Chapter

      Pages 189-215

      Mining Chemical Compounds

  4. Biological Data Management

    1. No Access

      Book Chapter

      Pages 219-241

      Phyloinformatics: Toward a Phylogenetic Database

    2. No Access

      Book Chapter

      Pages 243-273

      Declarative and Efficient Querying on Protein Secondary Structures

    3. No Access

      Book Chapter

      Pages 275-296

      Scalable Index Structures for Biological Data