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

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

 

Synopses & Reviews

Publisher Comments:

For over a decade, complex networks have steadily grown as an important tool across a

Synopsis:

For over a decade, complex networks have steadily grown as an important tool across a

Table of Contents

Preface.- Entropy of Digraphs and Infinite Networks.- An Information-Theoretic Upper Bound on Planar Graphs Using Well-orderly Maps.- Probabilistic Inference Using Function Factorization and Divergence Minimization.- Wave Localization on Complex Networks.- Information-Theoretic Methods in Chemical Graph Theory.- On the Development and Application of Net-Sign Graph Theory.- The Central Role of Information Theory in Ecology.- Inferences About Coupling from Ecological Surveillance Monitoring.- Markov Entropy Centrality.- Social Ontologies as Generalizedd Nearly Acyclic Directed Graphs.- Typology by Means of Language Networks.- Information Theory-Based Measurement of Software.- Fair and Biased Random Walks on Undirected Graphs and Related Entropies.

Product Details

ISBN:
9780817649036
Author:
Dehmer, Matthias
Publisher:
Birkhauser
Author:
Mehler, Alexander
Author:
Emmert-Streib, Frank
Subject:
Applied
Subject:
APPLICATIONS OF MATHEMATICS
Subject:
Coding and Information Theory
Subject:
Complexity
Subject:
Communications Engineering, Networks
Subject:
Artificial Intelligence (incl. Robotics)
Subject:
Statistical Theory and Methods
Subject:
Data analysis
Subject:
Entropy
Subject:
Information Theory
Subject:
NETWORKS
Subject:
Information and Communication, Circuits
Subject:
Physiological, Cellular and Medical Topics
Subject:
Mathematics-Applied
Copyright:
Edition Description:
2011
Publication Date:
20110601
Binding:
HARDCOVER
Language:
English
Pages:
411
Dimensions:
235 x 155 mm

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Related Subjects

Computers and Internet » Artificial Intelligence » General
Computers and Internet » Computers Reference » General
Engineering » Communications » Information Theory
Engineering » Communications » Telephony
History and Social Science » World History » General
Humanities » Philosophy » General
Science and Mathematics » Biology » Biological Diversity
Science and Mathematics » Mathematics » Applied
Science and Mathematics » Mathematics » Computer

Towards an Information Theory of Complex Networks: Statistical Methods and Applications New Hardcover
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Product details 411 pages Birkhauser Boston - English 9780817649036 Reviews:
"Synopsis" by , For over a decade, complex networks have steadily grown as an important tool across a
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