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Summarizing biological networks

Bhowmick, Sourav S.

Summarizing biological networks

Record Type:	Electronic resources : Monograph/item
Title/Author:	Summarizing biological networksby 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.
Contained By:	Springer eBooks
Subject:	Protein-protein interactions.
Online resource:	http://dx.doi.org/10.1007/978-3-319-54621-6
ISBN:	9783319546216$q(electronic bk.)

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.20..

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$q(electronic bk.)

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

265915
Protein-protein interactions.

LC Class. No.: QP551.5

Dewey Class. No.: 572.64

Summarizing biological networks
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245 1 0 $a Summarizing biological networks $h [electronic resource] / $c by Sourav S. Bhowmick, Boon-Siew Seah.
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300 $a xv, 146 p. : $b ill. (some col.), digital ; $c 24 cm.
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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.
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