A review of mathematical modeling, artificial intelligence and datasets used in the study, prediction and management of COVID-19

Y Mohamadou, A Halidou, PT Kapen - Applied Intelligence, 2020 - Springer
In the past few months, several works were published in regards to the dynamics and early
detection of COVID-19 via mathematical modeling and Artificial intelligence (AI). The aim of …

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 …

The why, how, and when of representations for complex systems

L Torres, AS Blevins, D Bassett, T Eliassi-Rad - SIAM Review, 2021 - SIAM
Complex systems, composed at the most basic level of units and their interactions, describe
phenomena in a wide variety of domains, from neuroscience to computer science and …

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 …

Knowledge transfer in smart tourism destinations: Analyzing the effects of a network structure

G Del Chiappa, R Baggio - Journal of Destination Marketing & …, 2015 - Elsevier
In academia, as well in the industry, there is currently an increasing interest in the concept of
smart tourism destinations. Specifically, there is widespread recognition of the role that ICTs …

Dynamics of information diffusion and its applications on complex networks

ZK Zhang, C Liu, XX Zhan, X Lu, CX Zhang, YC Zhang - Physics Reports, 2016 - Elsevier
The ongoing rapid expansion of the Word Wide Web (WWW) greatly increases the
information of effective transmission from heterogeneous individuals to various systems …

Coupled disease–behavior dynamics on complex networks: A review

Z Wang, MA Andrews, ZX Wu, L Wang, CT Bauch - Physics of life reviews, 2015 - Elsevier
It is increasingly recognized that a key component of successful infection control efforts is
understanding the complex, two-way interaction between disease dynamics and human …

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 …

Dynamical interplay between awareness and epidemic spreading in multiplex networks

C Granell, S Gómez, A Arenas - Physical review letters, 2013 - APS
We present the analysis of the interrelation between two processes accounting for the
spreading of an epidemic, and the information awareness to prevent its infection, on top of …

[BUCH][B] Information and influence propagation in social networks

W Chen, C Castillo, LVS Lakshmanan - 2013 - books.google.com
Research on social networks has exploded over the last decade. To a large extent, this has
been fueled by the spectacular growth of social media and online social networking sites …