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Summarizing biological networks

Bhowmick, Sourav S.

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Summarizing biological networks

Record Type:	Electronic resources : Monograph/item
Title/Author:	Summarizing biological networks/ by Sourav S. Bhowmick, Boon-Siew Seah.
Author:	Bhowmick, Sourav S.
other author:	Seah, Boon-Siew.
Published:	Cham :Springer International Publishing : : 2017.,
Description:	xv, 146 p. :ill. (some col.), digital ;24 cm.
[NT 15003449]:	Introduction -- Background -- Clustering PPI Networks -- Functional Summarization -- Multi-faceted Functional Decomposition -- Differential Functional Summarization -- The Road Ahead.
Contained By:	Springer eBooks
Subject:	Protein-protein interactions. -
Online resource:	http://dx.doi.org/10.1007/978-3-319-54621-6
ISBN:	9783319546216

Summarizing biological networks
Bhowmick, Sourav S.

Summarizing biological networks[electronic resource] /by Sourav S. Bhowmick, Boon-Siew Seah. - Cham :Springer International Publishing :2017. - xv, 146 p. :ill. (some col.), digital ;24 cm. - Computational biology,v.241568-2684 ;. - Computational biology ;v.24..

Introduction -- Background -- Clustering PPI Networks -- Functional Summarization -- Multi-faceted Functional Decomposition -- Differential Functional Summarization -- The Road Ahead.

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.

ISBN: 9783319546216

Standard No.: 10.1007/978-3-319-54621-6doiSubjects--Topical Terms:

767666
Protein-protein interactions.

LC Class. No.: QP551.5

Dewey Class. No.: 572.64

Summarizing biological networks
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100 1 $a Bhowmick, Sourav S. $3 822330
245 1 0 $a Summarizing biological networks $h [electronic resource] / $c by Sourav S. Bhowmick, Boon-Siew Seah.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2017.
300 $a xv, 146 p. : $b ill. (some col.), digital ; $c 24 cm.
490 1 $a Computational biology, $x 1568-2684 ; $v v.24
505 0 $a Introduction -- Background -- Clustering PPI Networks -- Functional Summarization -- Multi-faceted Functional Decomposition -- Differential Functional Summarization -- The Road Ahead.
520 $a 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.
650 0 $a Protein-protein interactions. $3 767666
650 0 $a Systems biology. $3 905904
650 1 4 $a Computer Science. $3 626642
650 2 4 $a Computational biology/Bioinformatics. $3 2162440
650 2 4 $a Data Mining and Knowledge Discovery. $3 898250
650 2 4 $a Systems Biology. $3 928020
700 1 $a Seah, Boon-Siew. $3 3236015
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