Analysis of Biological Networks

Analysis of Biological Networks

Editor(s): Björn H. Junker, Falk Schreiber

Published Online: 9 AUG 2007

Print ISBN: 9780470041444

Online ISBN: 9780470253489

DOI: 10.1002/9780470253489

Series Editor(s): Yi Pan, Albert Y. Zomaya

About this Book

An introduction to biological networks and methods for their analysis

Analysis of Biological Networks is the first book of its kind to provide readers with a comprehensive introduction to the structural analysis of biological networks at the interface of biology and computer science. The book begins with a brief overview of biological networks and graph theory/graph algorithms and goes on to explore: global network properties, network centralities, network motifs, network clustering, Petri nets, signal transduction and gene regulation networks, protein interaction networks, metabolic networks, phylogenetic networks, ecological networks, and correlation networks.

Analysis of Biological Networks is a self-contained introduction to this important research topic, assumes no expert knowledge in computer science or biology, and is accessible to professionals and students alike. Each chapter concludes with a summary of main points and with exercises for readers to test their understanding of the material presented. Additionally, an FTP site with links to author-provided data for the book is available for deeper study.

This book is suitable as a resource for researchers in computer science, biology, bioinformatics, advanced biochemistry, and the life sciences, and also serves as an ideal reference text for graduate-level courses in bioinformatics and biological research.

Table of contents

    1. You have free access to this content
    2. Chapter 6

      Network Clustering (pages 113–138)

      Balabhaskar Balasundaram and Sergiy Butenko

    3. Chapter 10

      Metabolic Networks (pages 233–253)

      Márcio Rosa da Silva, Jibin Sun, Hongwu Ma, Feng He and An-Ping Zeng

    4. Chapter 13

      Correlation Networks (pages 305–333)

      Dirk Steinhauser, Leonard Krall, Carsten Müssig, Dirk Büssis and Björn Usadel

    5. You have free access to this content
    6. You have free access to this content

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