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 …

A survey of signed network mining in social media

J Tang, Y Chang, C Aggarwal, H Liu - ACM Computing Surveys (CSUR), 2016 - dl.acm.org
Many real-world relations can be represented by signed networks with positive and negative
links, as a result of which signed network analysis has attracted increasing attention from …

Continuous-time dynamic network embeddings

GH Nguyen, JB Lee, RA Rossi, NK Ahmed… - … proceedings of the the …, 2018 - dl.acm.org
Networks evolve continuously over time with the addition, deletion, and changing of links
and nodes. Although many networks contain this type of temporal information, the majority of …

Vaccination strategies against COVID-19 and the diffusion of anti-vaccination views

R Prieto Curiel, H González Ramírez - Scientific Reports, 2021 - nature.com
Misinformation is usually adjusted to fit distinct narratives and propagates rapidly through
social networks. False beliefs, once adopted, are rarely corrected. Amidst the COVID-19 …

[LIBRO][B] Modeling infectious diseases in humans and animals

MJ Keeling, P Rohani - 2008 - books.google.com
For epidemiologists, evolutionary biologists, and health-care professionals, real-time and
predictive modeling of infectious disease is of growing importance. This book provides a …

Statistical physics of vaccination

Z Wang, CT Bauch, S Bhattacharyya, A d'Onofrio… - Physics Reports, 2016 - Elsevier
Historically, infectious diseases caused considerable damage to human societies, and they
continue to do so today. To help reduce their impact, mathematical models of disease …

Finding and evaluating community structure in networks

MEJ Newman, M Girvan - Physical review E, 2004 - APS
We propose and study a set of algorithms for discovering community structure in networks—
natural divisions of network nodes into densely connected subgroups. Our algorithms all …

The structure and function of complex networks

MEJ Newman - SIAM review, 2003 - SIAM
Inspired by empirical studies of networked systems such as the Internet, social networks,
and biological networks, researchers have in recent years developed a variety of techniques …

Complex networks: Structure and dynamics

S Boccaletti, V Latora, Y Moreno, M Chavez… - Physics reports, 2006 - Elsevier
Coupled biological and chemical systems, neural networks, social interacting species, the
Internet and the World Wide Web, are only a few examples of systems composed by a large …

[LIBRO][B] Dynamical processes on complex networks

A Barrat, M Barthelemy, A Vespignani - 2008 - books.google.com
The availability of large data sets has allowed researchers to uncover complex properties
such as large-scale fluctuations and heterogeneities in many networks, leading to the …