Summarizing Biological Networks

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Summarizing Biological Networks

Computational biology / bioinformatics Data mining Expert systems / knowledge-based systems

Authors: Sourav S. Bhowmick, Boon-Siew Seah

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Collection: Computational Biology

Language: English

Published by: Springer

Published on: 17th April 2017

Format: LCP-protected ePub

Size: 2 Mb

ISBN: 9783319546216


Overview

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.

Intended Audience

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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