The structure and dynamics of multilayer networks

S Boccaletti, G Bianconi, R Criado, CI Del Genio… - Physics reports, 2014 - Elsevier
In the past years, network theory has successfully characterized the interaction among the
constituents of a variety of complex systems, ranging from biological to technological, and …

Multilayer networks: aspects, implementations, and application in biomedicine

Z Hammoud, F Kramer - Big Data Analytics, 2020 - Springer
Modeling and analyses of complex systems using network theory have been an object of
study for a long time. They have caught attention in many disciplines such as sociology …

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 …

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 …

Spreading processes in multilayer networks

M Salehi, R Sharma, M Marzolla… - … on Network Science …, 2015 - ieeexplore.ieee.org
Several systems can be modeled as sets of interconnected networks or networks with
multiple types of connections, here generally called multilayer networks. Spreading …

Effect of the interconnected network structure on the epidemic threshold

H Wang, Q Li, G D'Agostino, S Havlin, HE Stanley… - Physical Review E …, 2013 - APS
Most real-world networks are not isolated. In order to function fully, they are interconnected
with other networks, and this interconnection influences their dynamic processes. For …

Epidemics in partially overlapped multiplex networks

C Buono, LG Alvarez-Zuzek, PA Macri, LA Braunstein - PloS one, 2014 - journals.plos.org
Many real networks exhibit a layered structure in which links in each layer reflect the function
of nodes on different environments. These multiple types of links are usually represented by …

Investigation of epidemic spreading process on multiplex networks by incorporating fatal properties

P Zhu, X Wang, S Li, Y Guo, Z Wang - Applied Mathematics and …, 2019 - Elsevier
Numerous efforts have been devoted to investigating the network activities and dynamics of
isolated networks. Nevertheless, in practice, most complex networks might be …

Vaccination behavior by coupling the epidemic spreading with the human decision under the game theory

X Wang, D Jia, S Gao, C Xia, X Li, Z Wang - Applied Mathematics and …, 2020 - Elsevier
When confronting the epidemics or pandemics, there often exists an interplay between
epidemic incidence and the vaccination strategies of individuals. Recently, the …

[HTML][HTML] The use of networks in spatial and temporal computational models for outbreak spread in epidemiology: A systematic review

L Pujante-Otalora, B Canovas-Segura… - Journal of Biomedical …, 2023 - Elsevier
Objectives To examine recent literature in order to present a comprehensive overview of the
current trends as regards the computational models used to represent the propagation of an …