Resistance distance, information centrality, node vulnerability and vibrations in complex networks

Estrada, Ernesto and Hatano, Naomichi; Estrada, Ernesto and Fox, Maria and Higham, Desmond J. and Oppo, Gian-Luca, eds. (2010) Resistance distance, information centrality, node vulnerability and vibrations in complex networks. In: Network Science. Springer. ISBN 9781849963954

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Abstract

We discuss three seemingly unrelated quantities that have been introduced in different fields of science for complex networks. The three quantities are the resistance distance, the information centrality and the node displacement. We first prove various relations among them. Then we focus on the node displacement, showing its usefulness as an index of node vulnerability.We argue that the node displacement has a better resolution as a measure of node vulnerability than the degree and the information centrality.

ORCID iDs

Estrada, Ernesto ORCID: https://orcid.org/0000-0002-3066-7418

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• Item metadata

  Item type:	Book Section
  ID code:	30110
  Dates:	Date Event 20 September 2010 Published
  Subjects:	Science > Mathematics
  Department:	Faculty of Science > Mathematics and Statistics
  Depositing user:	Pure Administrator
  Date deposited:	25 Mar 2011 11:53
  Last modified:	30 Nov 2024 13:48
  Related URLs:	Related item
  URI:	https://strathprints.strath.ac.uk/id/eprint/30110