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 …
analysis, and control of epidemic models. The proper modeling and analysis of spreading …
Behavioural change models for infectious disease transmission: a systematic review (2010–2015)
We review behavioural change models (BCMs) for infectious disease transmission in
humans. Following the Cochrane collaboration guidelines and the PRISMA statement, our …
humans. Following the Cochrane collaboration guidelines and the PRISMA statement, our …
An epidemiological neural network exploiting dynamic graph structured data applied to the COVID-19 outbreak
With the recent COVID-19 outbreak, we have assisted to the development of new epidemic
models or the application of existing methodologies to predict the virus spread and to …
models or the application of existing methodologies to predict the virus spread and to …
Generalized epidemic mean-field model for spreading processes over multilayer complex networks
Mean-field deterministic epidemic models have been successful in uncovering several
important dynamic properties of stochastic epidemic spreading processes over complex …
important dynamic properties of stochastic epidemic spreading processes over complex …
Spreading processes in multilayer networks
Several systems can be modeled as sets of interconnected networks or networks with
multiple types of connections, here generally called multilayer networks. Spreading …
multiple types of connections, here generally called multilayer networks. Spreading …
The N-intertwined SIS epidemic network model
P Van Mieghem - Computing, 2011 - Springer
Serious epidemics, both in cyber space as well as in our real world, are expected to occur
with high probability, which justifies investigations in virus spread models in (contact) …
with high probability, which justifies investigations in virus spread models in (contact) …
Optimal resource allocation for control of networked epidemic models
C Nowzari, VM Preciado… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
This paper proposes and analyzes a generalized epidemic model over arbitrary directed
graphs with heterogeneous nodes. The proposed model, called the generalized-susceptible …
graphs with heterogeneous nodes. The proposed model, called the generalized-susceptible …
Effects of awareness diffusion and self-initiated awareness behavior on epidemic spreading-an approach based on multiplex networks
JQ Kan, HF Zhang - Communications in Nonlinear Science and Numerical …, 2017 - Elsevier
In this paper, we study the interplay between the epidemic spreading and the diffusion of
awareness in multiplex networks. In the model, an infectious disease can spread in one …
awareness in multiplex networks. In the model, an infectious disease can spread in one …
Multi-competitive viruses over time-varying networks with mutations and human awareness
In this paper, we introduce a model for multiple competing viruses over networks, derived
using each state variable of the model as the infection percentage of a group or a …
using each state variable of the model as the infection percentage of a group or a …
On the existence of a threshold for preventive behavioral responses to suppress epidemic spreading
The spontaneous behavioral responses of individuals to the progress of an epidemic are
recognized to have a significant impact on how the infection spreads. One observation is …
recognized to have a significant impact on how the infection spreads. One observation is …