Summarizing Biological Networks / by Sourav S. Bhowmick, Boon-Siew Seah.

Format:

Book

Author/Creator:

Bhowmick, Sourav S., author.

Seah, Boon-Siew, author.

Contributor:

SpringerLink (Online service)

Series:

Computer Science (Springer-11645)

Computational biology 1568-2684 ; 24.

Computational Biology, 1568-2684 ; 24

Language:

English

Subjects (All):

Bioinformatics.

Data mining.

Systems biology.

Computational Biology/Bioinformatics.

Data Mining and Knowledge Discovery.

Systems Biology.

Local Subjects:

Computational Biology/Bioinformatics.

Data Mining and Knowledge Discovery.

Systems Biology.

Physical Description:

1 online resource (XV, 146 pages) : 54 illustrations, 31 illustrations in color.

Edition:

First edition 2017.

Contained In:

Springer eBooks

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2017.

System Details:

text file PDF

Summary:

This book focuses on the data mining, systems biology, and bioinformatics computational methods that can be used to summarize biological networks. Specifically, it discusses an array of techniques related to biological network clustering, network summarization, and differential network analysis which enable readers to uncover the functional and topological organization hidden in a large biological network. The authors also examine crucial open research problems in this arena. Academics, researchers, and advanced-level students will find this book to be a comprehensive and exceptional resource for understanding computational techniques and their applications for a summary of biological networks.

Contents:

Introduction

Background

Clustering PPI Networks

Functional Summarization

Multi-faceted Functional Decomposition

Differential Functional Summarization

The Road Ahead.

Other Format:

Printed edition:

ISBN:

978-3-319-54621-6

9783319546216

Access Restriction:

Restricted for use by site license.