Epidemic processes in complex networks

R Pastor-Satorras, C Castellano, P Van Mieghem… - Reviews of modern …, 2015 - APS
In recent years the research community has accumulated overwhelming evidence for the
emergence of complex and heterogeneous connectivity patterns in a wide range of …

Mathematics of epidemics on networks

IZ Kiss, JC Miller, PL Simon - Cham: Springer, 2017 - Springer
Over the past decade, the use of networks has led to a new modelling paradigm combining
several branches of science, including physics, mathematics, biology and social sciences …

The dynamics of epidemic spreading on signed networks

HJ Li, W Xu, S Song, WX Wang, M Perc - Chaos, Solitons & Fractals, 2021 - Elsevier
Over the past two decades, epidemic spreading on complex network has been a vibrant and
highly successful research avenue. The dynamics of epidemic spreading on signed …

Analysis, prediction, and control of epidemics: A survey from scalar to dynamic network models

L Zino, M Cao - IEEE Circuits and Systems Magazine, 2021 - ieeexplore.ieee.org
During the ongoing COVID-19 pandemic, mathematical models of epidemic spreading have
emerged as powerful tools to produce valuable predictions of the evolution of the pandemic …

Competitive epidemic spreading over arbitrary multilayer networks

F Darabi Sahneh, C Scoglio - Physical Review E, 2014 - APS
This study extends the Susceptible-Infected-Susceptible (SIS) epidemic model for single-
virus propagation over an arbitrary graph to an Susceptible-Infected by virus 1-Susceptible …

Dynamics of social contagions with memory of nonredundant information

W Wang, M Tang, HF Zhang, YC Lai - Physical review e, 2015 - APS
A key ingredient in social contagion dynamics is reinforcement, as adopting a certain social
behavior requires verification of its credibility and legitimacy. Memory of nonredundant …

Cybersecurity insurance: Modeling and pricing

M Xu, L Hua - North American Actuarial Journal, 2019 - Taylor & Francis
Cybersecurity risk has attracted considerable attention in recent decades. However, the
modeling of cybersecurity risk is still in its infancy, mainly because of its unique …

Equivalence and its invalidation between non-Markovian and Markovian spreading dynamics on complex networks

M Feng, SM Cai, M Tang, YC Lai - Nature communications, 2019 - nature.com
Epidemic spreading processes in the real world depend on human behaviors and,
consequently, are typically non-Markovian in that the key events underlying the spreading …

Generalization of pairwise models to non-Markovian epidemics on networks

IZ Kiss, G Röst, Z Vizi - Physical review letters, 2015 - APS
In this Letter, a generalization of pairwise models to non-Markovian epidemics on networks
is presented. For the case of infectious periods of fixed length, the resulting pairwise model …

Equivalence between non-Markovian and Markovian dynamics in epidemic spreading processes

M Starnini, JP Gleeson, M Boguñá - Physical review letters, 2017 - APS
A general formalism is introduced to allow the steady state of non-Markovian processes on
networks to be reduced to equivalent Markovian processes on the same substrates. The …