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Local estimates for eigenvector-like centralities of complex networks

✍ Scribed by Miguel Romance

Book ID
104007176
Publisher
Elsevier Science
Year
2011
Tongue
English
Weight
224 KB
Volume
235
Category
Article
ISSN
0377-0427

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✦ Synopsis

We will analyze several centrality measures by giving a general framework that includes the Bonacich centrality, PageRank centrality or in-degree vector, among others. We will get some local scale estimators for such global measures by giving some geometrical characterizations and some deviation results that help to quantify the error of approximating a spectral centrality by a local estimator.

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