329 citations · 1.9k across the 63 of their papers we have counts for
20 papers · 1 filter
Universality classes in the time evolution of epidemic outbreaks on complex networks
Mateusz J. Samsel, Agata Fronczak, Piotr Fronczak
We investigate the full temporal evolution of epidemic outbreaks in complex networks, focusing on the susceptible-infected (SI) model of disease transmission. Combining theoretical…
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…
Interplay between tie strength and neighbourhood topology in complex networks: Granovetter's theory and beyond
Maciej J Mrowinski, Kamil P. Orzechowski, Agata Fronczak +1
Granovetter's weak ties theory is a very important sociological theory according to which a correlation between edge weight and the network's topology should exist. More specifical…
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…
Scientific success from the perspective of the strength of weak ties
Agata Fronczak, Maciej J. Mrowinski, Piotr Fronczak
We present the first complete confirmation of Granovetter's theory of social networks using a massive dataset. For this purpose, we study a scientific collaboration network, which…