Although some real networks exhibit self-similarity, there is no standard definition of fractality in graphs. On the other hand, the small-world phenomenon is one of the most important …
X Wang, Z Liu, M Wang - International Journal of Modern Physics C, 2013 - World Scientific
The fractality of complex networks is studied by estimating the correlation dimensions of the networks. Comparing with the previous algorithms of estimating the box dimension, our …
Correlation in complex networks follows a linear relation between the degree of a node and the total degrees of its neighbors for six different classes of real networks. This general linear …
BG Li, ZG Yu, Y Zhou - Journal of statistical mechanics: Theory …, 2014 - iopscience.iop.org
In this work, we study the fractal and multifractal properties of a family of fractal networks introduced by Gallos et al (2007 Proc. Nat. Acad. Sci. USA 104 7746). In this fractal network …
JL Liu, ZG Yu, V Anh - Chaos: An Interdisciplinary Journal of Nonlinear …, 2015 - pubs.aip.org
Complex networks have attracted much attention in diverse areas of science and technology. Multifractal analysis (MFA) is a useful way to systematically describe the spatial …
DY Li, PH Huang, XY Wang, HD Liu - Fractals, 2021 - World Scientific
As a special kind of complex network, fractal complex networks have their unique characteristics such as fractal dimension, scale invariance, percolation threshold, etc. There …
The fractal nature of complex networks has received a great deal of research interest in the last two decades. Similarly to geometric fractals, the fractality of networks can also be …
H Zhao, ZY Gao - Physica A: Statistical Mechanics and its Applications, 2007 - Elsevier
Hidden regularities of complex networks may be different from the properties they show to us externally. In this paper, organization of rich nodes in real world and model networks are …