Towards an Information Theory of Complex Networks : Statistical Methods and Applications

Language: English

Published by Birkhäuser, 2011

0817649034 / 9780817649036

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Seller: AHA-BUCH GmbH, Einbeck, GermanyAHA-BUCH GmbH

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Druck auf Anfrage Neuware - Printed after ordering - For over a decade, complex networks have steadily grown as an important tool across a broad array of academic disciplines, with applications ranging from physics to social media. A tightly organized collection of carefully-selected papers on the subject, Towards an Information Theory of Complex Networks: Statistical Methods and Applications presents theoretical and practical results about information-theoretic and statistical models of complex networks in the natural sciences and humanities. The book's major goal is to advocate and promote a combination of graph-theoretic, information-theoretic, and statistical methods as a way to better understand and characterize real-world networks. This volume is the first to present a self-contained, comprehensive overview of information-theoretic models of complex networks with an emphasis on applications. As such, it marks a first step toward establishing advanced statistical information theory as a unified theoretical basis of complex networks for all scientific disciplines and can serve as a valuable resource for a diverse audience of advanced students and professional scientists. While it is primarily intended as a reference for research, the book could also be a useful supplemental graduate text in courses related to information science, graph theory, machine learning, and computational biology, among others.…

Seller Inventory # 9780817649036

Title
Towards an Information Theory of Complex Networks : Statistical Methods and Applications
Author
Frank Emmert-Streib
Publisher
Birkhäuser
Publication year
2011
Condition
Neu
Binding
Buch
Language
English
ISBN 10
0817649034
ISBN 13
9780817649036
Item weight
729 grams
Dimensions
241x160x26 mm

AHA-BUCH GmbH

Einbeck, Germany

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