Portraits of complex networks

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Published 27 February 2008 Europhysics Letters Association
, , Citation J. P. Bagrow et al 2008 EPL 81 68004 DOI 10.1209/0295-5075/81/68004

0295-5075/81/6/68004

Abstract

We propose a method for characterizing large complex networks by introducing a new matrix structure, unique for a given network, which encodes structural information; provides useful visualization, even for very large networks; and allows for rigorous statistical comparison between networks. Dynamic processes such as percolation can be visualized using animation.

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