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 …

Analysis and control of epidemics: A survey of spreading processes on complex networks

C Nowzari, VM Preciado… - IEEE Control Systems …, 2016 - ieeexplore.ieee.org
This article reviews and presents various solved and open problems in the development,
analysis, and control of epidemic models. The proper modeling and analysis of spreading …

Multilayer networks

M Kivelä, A Arenas, M Barthelemy… - Journal of complex …, 2014 - academic.oup.com
In most natural and engineered systems, a set of entities interact with each other in
complicated patterns that can encompass multiple types of relationships, change in time and …

Epidemic propagation with positive and negative preventive information in multiplex networks

Z Wang, C **a, Z Chen, G Chen - IEEE transactions on …, 2020 - ieeexplore.ieee.org
We propose a novel epidemic model based on two-layered multiplex networks to explore
the influence of positive and negative preventive information on epidemic propagation. In …

Coevolution spreading in complex networks

W Wang, QH Liu, J Liang, Y Hu, T Zhou - Physics Reports, 2019 - Elsevier
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 …

Unification of theoretical approaches for epidemic spreading on complex networks

W Wang, M Tang, HE Stanley… - Reports on progress in …, 2017 - iopscience.iop.org
Abstract Models of epidemic spreading on complex networks have attracted great attention
among researchers in physics, mathematics, and epidemiology due to their success in …

Competing spreading processes on multiplex networks: awareness and epidemics

C Granell, S Gómez, A Arenas - Physical review E, 2014 - APS
Epidemiclike spreading processes on top of multilayered interconnected complex networks
reveal a rich phase diagram of intertwined competition effects. A recent study by the authors …

Networking for big data: A survey

S Yu, M Liu, W Dou, X Liu… - … Communications Surveys & …, 2016 - ieeexplore.ieee.org
Complementary to the fancy big data applications, networking for big data is an
indispensable supporting platform for these applications in practice. This emerging research …

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 …

On the dynamics of deterministic epidemic propagation over networks

W Mei, S Mohagheghi, S Zampieri, F Bullo - Annual Reviews in Control, 2017 - Elsevier
In this work we review a class of deterministic nonlinear models for the propagation of
infectious diseases over contact networks with strongly-connected topologies. We consider …