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Graph theory / Applied mathematics / Algebraic graph theory / Modularity / Community structure / Spin glass / Network science / Belief propagation / Selection algorithm / Networks / Network theory / Mathematics


Scalable Detection of Statistically Significant Communities and Hierarchies: Message-Passing for Modularity Pan Zhang Cris Moore
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Document Date: 2014-04-02 18:39:12

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File Size: 3,19 MB

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City

Santa Fe / /

Company

REAL-WORLD NETWORKS / Google / /

Country

United States / /

Facility

Santa Fe Institute / /

IndustryTerm

ground state energy decreases / possible / lower free energy / low energy / energy level / free energy / good solutions / realworld networks / disassortative network / tensor product / large networks / karate club network / linear operator / random network / ground state energy / sparse networks / social network / adjacency network / real and synthetic networks / linear operators / free energy splits / benchmark networks / synthetic network / given / expectation-maximization algorithm / random networks / energy / /

Organization

Karate Club / Santa Fe Institute / /

Person

Pan Zhang / Cristopher Moore / /

Position

author / model for generating benchmark networks with community structure / /

Product

HTC HD2 Smartphone / /

ProvinceOrState

New Mexico / /

Technology

Monte Carlo Markov Chain algorithm / proposed algorithm / expectation-maximization algorithm / heat bath MCMC algorithm / Belief Propagation algorithm / /

URL

www.santafe.edu / /

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