Summarizing Biological Networks

AvSourav S. Bhowmick,Boon-Siew Seah

Inbunden, Engelska, 2017

Del 24 i serien Computational Biology

1 214 kr

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Beskrivning

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.

Produktinformation

Utgivningsdatum:2017-04-24
Mått:155 x 235 x 15 mm
Vikt:418 g
Format:Inbunden
Språk:Engelska
Serie:Computational Biology
Antal sidor:146
Upplaga:17001
Förlag:Springer International Publishing AG
ISBN:9783319546209

Utforska kategorier

Systemvetenskap och AI inom Data och IT
Databaser inom Data och IT
Biovetenskap inom Naturvetenskap och teknik

Innehållsförteckning

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

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