Percolation on complex networks: Theory and application
In the last two decades, network science has blossomed and influenced various fields, such
as statistical physics, computer science, biology and sociology, from the perspective of the …
as statistical physics, computer science, biology and sociology, from the perspective of the …
Epidemic processes in complex networks
In recent years the research community has accumulated overwhelming evidence for the
emergence of complex and heterogeneous connectivity patterns in a wide range of …
emergence of complex and heterogeneous connectivity patterns in a wide range of …
Influence of fake news in Twitter during the 2016 US presidential election
The dynamics and influence of fake news on Twitter during the 2016 US presidential
election remains to be clarified. Here, we use a dataset of 171 million tweets in the five …
election remains to be clarified. Here, we use a dataset of 171 million tweets in the five …
Measurability of the epidemic reproduction number in data-driven contact networks
The basic reproduction number is one of the conceptual cornerstones of mathematical
epidemiology. Its classical definition as the number of secondary cases generated by a …
epidemiology. Its classical definition as the number of secondary cases generated by a …
Coevolution spreading in complex networks
The propagations of diseases, behaviors and information in real systems are rarely
independent of each other, but they are coevolving with strong interactions. To uncover the …
independent of each other, but they are coevolving with strong interactions. To uncover the …
Temporal networks
P Holme, J Saramäki - Physics reports, 2012 - Elsevier
A great variety of systems in nature, society and technology–from the web of sexual contacts
to the Internet, from the nervous system to power grids–can be modeled as graphs of …
to the Internet, from the nervous system to power grids–can be modeled as graphs of …
Unification of theoretical approaches for epidemic spreading on complex networks
Abstract Models of epidemic spreading on complex networks have attracted great attention
among researchers in physics, mathematics, and epidemiology due to their success in …
among researchers in physics, mathematics, and epidemiology due to their success in …
Distinguishing influence-based contagion from homophily-driven diffusion in dynamic networks
Node characteristics and behaviors are often correlated with the structure of social networks
over time. While evidence of this type of assortative mixing and temporal clustering of …
over time. While evidence of this type of assortative mixing and temporal clustering of …
[图书][B] Dynamical processes on complex networks
The availability of large data sets has allowed researchers to uncover complex properties
such as large-scale fluctuations and heterogeneities in many networks, leading to the …
such as large-scale fluctuations and heterogeneities in many networks, leading to the …
Modelling dynamical processes in complex socio-technical systems
A Vespignani - Nature physics, 2012 - nature.com
In recent years the increasing availability of computer power and informatics tools has
enabled the gathering of reliable data quantifying the complexity of socio-technical systems …
enabled the gathering of reliable data quantifying the complexity of socio-technical systems …