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|Title:||Randomness of random networks: A random matrix analysis||Authors:||Jalan, S.
|Issue Date:||1-Aug-2009||Citation:||Jalan, S., Bandyopadhyay, J.N. (2009-08-01). Randomness of random networks: A random matrix analysis. EPL 87 (4) : -. ScholarBank@NUS Repository. https://doi.org/10.1209/0295-5075/87/48010||Abstract:||We analyze complex networks under the random matrix theory framework. Particularly, we show that Δ3 statistics, which gives information about the long-range correlations among eigenvalues, provides a measure of randomness in networks. As networks deviate from the regular structure, Δ3 follows the random matrix prediction of logarithmic behavior (i.e., ) for longer scale. © 2009 Europhysics Letters Association.||Source Title:||EPL||URI:||http://scholarbank.nus.edu.sg/handle/10635/97751||ISSN:||02955075||DOI:||10.1209/0295-5075/87/48010|
|Appears in Collections:||Staff Publications|
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