Literature DB >> 28298010

Topological structure and the H index in complex networks.

Romualdo Pastor-Satorras1, Claudio Castellano2,3.   

Abstract

The generalized H(n) Hirsch index of order n has been recently introduced and shown to interpolate between the degree and the K-core centrality in networks. We provide a detailed analytic characterization of the properties of sets of nodes having the same H(n), within the annealed network approximation. The connection between the Hirsch indices and the degree is highlighted. Numerical tests in synthetic uncorrelated networks and real-world correlated ones validate the findings. We also test the use of the Hirsch index for the identification of influential spreaders in networks, finding that it is in general outperformed by the recently introduced nonbacktracking centrality.

Year:  2017        PMID: 28298010     DOI: 10.1103/PhysRevE.95.022301

Source DB:  PubMed          Journal:  Phys Rev E        ISSN: 2470-0045            Impact factor:   2.529


  1 in total

1.  Identifying critical edges in complex networks.

Authors:  En-Yu Yu; Duan-Bing Chen; Jun-Yan Zhao
Journal:  Sci Rep       Date:  2018-09-27       Impact factor: 4.379

  1 in total

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