Identifying spatial invasion of pandemics on metapopulation networks via anatomizing arrival history

JB Wang, L Wang, X Li - IEEE transactions on cybernetics, 2015 - ieeexplore.ieee.org
Spatial spread of infectious diseases among populations via the mobility of humans is highly
stochastic and heterogeneous. Accurate forecast/mining of the spread process is often hard …

Uncovering spatial invasion on metapopulation networks with SIR epidemics

JB Wang, X Li - IEEE Transactions on Network Science and …, 2018 - ieeexplore.ieee.org
Understanding how infectious diseases spatially diffuse is critical to predict and control the
epidemic prevalence. However, uncovering epidemic spatial invasion is challenging due to …

Inferring metapopulation propagation network for intra-city epidemic control and prevention

J Wang, X Wang, J Wu - Proceedings of the 24th ACM SIGKDD …, 2018 - dl.acm.org
Since the 21st century, the global outbreaks of infectious diseases such as SARS in 2003,
H1N1 in 2009, and H7N9 in 2013, have become the critical threat to the public health and a …

Allocating resources for epidemic spreading on metapopulation networks

X Zhu, Y Liu, S Wang, R Wang, X Chen… - Applied Mathematics and …, 2021 - Elsevier
A practical resource allocation strategy is the prerequisite for disease control during a
pandemic affected by various external factors, such as the information about the epidemic …

Epidemic spreading in metapopulation networks coupled with awareness propagation

S Gao, X Dai, L Wang, N Perra… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Understanding the feedback loop that links the spatiotemporal spread of infectious diseases
and human behavior is an open problem. To study this problem, we develop a multiplex …

[HTML][HTML] Spatial epidemiology of networked metapopulation: An overview

L Wang, X Li - Chinese Science Bulletin, 2014 - Springer
An emerging disease is one infectious epidemic caused by a newly transmissible pathogen,
which has either appeared for the first time or already existed in human populations, having …

Inferring spatial source of disease outbreaks using maximum entropy

M Ansari, D Soriano-Paños, G Ghoshal, AD White - Physical Review E, 2022 - APS
Mathematical modeling of disease outbreaks can infer the future trajectory of an epidemic,
allowing for making more informed policy decisions. Another task is inferring the origin of a …

Exploring the epidemic spreading in a multilayer metapopulation network by considering individuals' periodic travelling

D Han, Q Shao, D Li - Complexity, 2020 - Wiley Online Library
The convenience of transportation brings the diversity of individuals' travelling modes; in this
paper, we present an improved epidemic diffusion model in a multilayer metapopulation …

Network structure-based interventions on spatial spread of epidemics in metapopulation networks

B Wang, M Gou, YK Guo, G Tanaka, Y Han - Physical Review E, 2020 - APS
Mathematical modeling of epidemics is fundamental to understand the mechanism of the
disease outbreak and provides helpful indications for effectiveness of interventions for policy …

[HTML][HTML] The spatiotemporal analysis of the population migration network in China, 2021

W Li, Y Yao - Infectious Disease Modelling, 2023 - Elsevier
Population migration is a critical component of large-scale spatiotemporal models of
infectious disease transmission. Identifying the most influential spreaders in networks is vital …