Summarizing Biological Networks
Published on 17. April 2017
XV, 146 pages
978-3-319-54621-6 (ISBN)
Description
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.
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.
More details
Series
Edition
1st ed. 2017
Language
English
Place of publication
Cham
Switzerland
Publishing group
Springer International Publishing
Target group
Professional and scholarly
Product notice
Reflowable
Illustrations
XV, 146 p. 54 illus., 31 illus. in color.
File size
4,47 MB
ISBN-13
978-3-319-54621-6 (9783319546216)
DOI
10.1007/978-3-319-54621-6
Schweitzer Classification
Other editions
Additional editions
Sourav S. Bhowmick | Boon-Siew Seah
Summarizing Biological Networks
Book
04/2017
Springer
€117.69
Shipment within 10-15 days
Content
Introduction.- Background.- Clustering PPI Networks.- Functional Summarization.- Multi-faceted Functional Decomposition.- Differential Functional Summarization.- The Road Ahead.
