Literature DB >> 18851110

Clustering signatures classify directed networks.

S E Ahnert1, T M A Fink.   

Abstract

We use a clustering signature, based on a recently introduced generalization of the clustering coefficient to directed networks, to analyze 16 directed real-world networks of five different types: social networks, genetic transcription networks, word adjacency networks, food webs, and electric circuits. We show that these five classes of networks are cleanly separated in the space of clustering signatures due to the statistical properties of their local neighborhoods, demonstrating the usefulness of clustering signatures as a classifier of directed networks.

Year:  2008        PMID: 18851110     DOI: 10.1103/PhysRevE.78.036112

Source DB:  PubMed          Journal:  Phys Rev E Stat Nonlin Soft Matter Phys        ISSN: 1539-3755


  6 in total

1.  Emergence of scale-free close-knit friendship structure in online social networks.

Authors:  Ai-Xiang Cui; Zi-Ke Zhang; Ming Tang; Pak Ming Hui; Yan Fu
Journal:  PLoS One       Date:  2012-12-14       Impact factor: 3.240

2.  Analysis of context dependence in social interaction networks of a massively multiplayer online role-playing game.

Authors:  Seokshin Son; Ah Reum Kang; Hyun-chul Kim; Taekyoung Kwon; Juyong Park; Huy Kang Kim
Journal:  PLoS One       Date:  2012-04-04       Impact factor: 3.240

Review 3.  Network morphospace.

Authors:  Andrea Avena-Koenigsberger; Joaquín Goñi; Ricard Solé; Olaf Sporns
Journal:  J R Soc Interface       Date:  2015-02-06       Impact factor: 4.118

4.  Directed closure coefficient and its patterns.

Authors:  Mingshan Jia; Bogdan Gabrys; Katarzyna Musial
Journal:  PLoS One       Date:  2021-06-25       Impact factor: 3.240

5.  Motif-role-fingerprints: the building-blocks of motifs, clustering-coefficients and transitivities in directed networks.

Authors:  Mark D McDonnell; Ömer Nebil Yaveroğlu; Brett A Schmerl; Nicolangelo Iannella; Lawrence M Ward
Journal:  PLoS One       Date:  2014-12-08       Impact factor: 3.240

6.  Form and function in gene regulatory networks: the structure of network motifs determines fundamental properties of their dynamical state space.

Authors:  S E Ahnert; T M A Fink
Journal:  J R Soc Interface       Date:  2016-07       Impact factor: 4.118

  6 in total

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