Two complementary representations of a scale-free network

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2 0 Ju n 20 04 Two complementary representations of a scale - free network

Several studies on real complex networks from different fields as biology, economy , or sociology have shown that the degree of nodes (number of edges connected to each node) follows a scale-free power-law distribution like P (k) ≈ k −γ , where P (k) denotes the frequency of the nodes that are connected to k other nodes. Here we have carried out a study on scale-free networks, where a line grap...

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. bi o - ph ] 1 3 A pr 2 00 5 Two complementary representations of a scale - free network

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Several experimental studies on different fields as molecular biology, economy, or sociology have shown that real complex networks are following a power-law distribution like P (k) ≈ k −γ. However, many real networks hold two kind of nodes, being able to be projected as two embedded networks, e.g. movie-actor collaboration network (actors network and movies network), metabolic pathways (substra...

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ژورنال

عنوان ژورنال: Physica A: Statistical Mechanics and its Applications

سال: 2005

ISSN: 0378-4371

DOI: 10.1016/j.physa.2004.09.013