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Summarizing biological networks

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Summarizing biological networks/ by Sourav S. Bhowmick, Boon-Siew Seah.
作者:	Bhowmick, Sourav S.
其他作者:	Seah, Boon-Siew.
出版者:	Cham :Springer International Publishing : : 2017.,
面頁冊數:	xv, 146 p. :ill. (some col.), digital ; : 24 cm.;
Contained By:	Springer eBooks
標題:	Protein-protein interactions. -
電子資源:	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.23..

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:

668549
Protein-protein interactions.

LC Class. No.: QP551.5

Dewey Class. No.: 572.64

Summarizing biological networks
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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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