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- W3125333547 abstract "In this review we establish various connections between complex networks and symmetry. While special types of symmetries (e.g., automorphisms) are studied in detail within discrete mathematics for particular classes of deterministic graphs, the analysis of more general symmetries in real complex networks is far less developed. We argue that real networks, as any entity characterized by imperfections or errors, necessarily require a stochastic notion of invariance. We therefore propose a definition of stochastic symmetry based on graph ensembles and use it to review the main results of network theory from an unusual perspective. The results discussed here and in a companion paper show that stochastic symmetry highlights the most informative topological properties of real networks, even in noisy situations unaccessible to exact techniques." @default.
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- W3125333547 date "2010-09-01" @default.
- W3125333547 modified "2023-09-27" @default.
- W3125333547 title "Complex Networks and Symmetry I: A Review" @default.
- W3125333547 hasPublicationYear "2010" @default.
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