X-distribution: Retraceable Power-law Exponent of Complex Networks
Pradumn Kumar Pandey,
Aikta Arya,
Akrati Saxena
Abstract:Network modeling has been explored extensively by means of theoretical analysis as well as numerical simulations for Network Reconstruction (NR). The network reconstruction problem requires the estimation of the power-law exponent (
γ
) of a given input network. Thus, the effectiveness of the NR solution depends on the accuracy of the calculation of
γ
. In this article, we re-examine the degree distribution-based estimation of
γ
, which is… Show more
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