19 citations · 25 across the 4 of their papers we have counts for
4 papers
Model-based reconstruction of real-world fractal complex networks
Kordian Makulski, Mateusz Samsel, Michal Lepek +2
This paper presents a versatile model for generating fractal complex networks that closely mirror the properties of real-world systems. By combining features of reverse renormaliza…
Beyond traditional box-covering: Determining the fractal dimension of complex networks using a fixed number of boxes of flexible diameter
Michal Lepek, Kordian Makulski, Agata Fronczak +1
In this article, we present a novel box-covering algorithm for analyzing the fractal properties of complex networks. Unlike traditional algorithms that impose a predetermined box s…
Towards fractal origins of the community structure in complex networks: a model-based approach
Mateusz Samsel, Kordian Makulski, Michał Łepek +2
In this paper, we pose a hypothesis that the structure of communities in complex networks may result from their latent fractal properties. This hypothesis is based not only on the…
Scaling theory of fractal complex networks
Agata Fronczak, Piotr Fronczak, Mateusz Samsel +3
We show that fractality in complex networks arises from the geometric self-similarity of their built-in hierarchical community-like structure, which is mathematically described by…