Signal propagation in complex networks
Signal propagation in complex networks drives epidemics, is responsible for information
going viral, promotes trust and facilitates moral behavior in social groups, enables the …
going viral, promotes trust and facilitates moral behavior in social groups, enables the …
[HTML][HTML] Networks beyond pairwise interactions: Structure and dynamics
The complexity of many biological, social and technological systems stems from the richness
of the interactions among their units. Over the past decades, a variety of complex systems …
of the interactions among their units. Over the past decades, a variety of complex systems …
Influence maximization in social networks using graph embedding and graph neural network
With the boom in technologies and mobile networks in recent years, online social networks
have become an integral part of our daily lives. These virtual networks connect people …
have become an integral part of our daily lives. These virtual networks connect people …
Vital nodes identification in complex networks
Real networks exhibit heterogeneous nature with nodes playing far different roles in
structure and function. To identify vital nodes is thus very significant, allowing us to control …
structure and function. To identify vital nodes is thus very significant, allowing us to control …
[HTML][HTML] Random walks and diffusion on networks
Random walks are ubiquitous in the sciences, and they are interesting from both theoretical
and practical perspectives. They are one of the most fundamental types of stochastic …
and practical perspectives. They are one of the most fundamental types of stochastic …
Epidemic processes in complex networks
In recent years the research community has accumulated overwhelming evidence for the
emergence of complex and heterogeneous connectivity patterns in a wide range of …
emergence of complex and heterogeneous connectivity patterns in a wide range of …
The hidden geometry of complex, network-driven contagion phenomena
D Brockmann, D Helbing - science, 2013 - science.org
The global spread of epidemics, rumors, opinions, and innovations are complex, network-
driven dynamic processes. The combined multiscale nature and intrinsic heterogeneity of …
driven dynamic processes. The combined multiscale nature and intrinsic heterogeneity of …
Saving human lives: What complexity science and information systems can contribute
We discuss models and data of crowd disasters, crime, terrorism, war and disease
spreading to show that conventional recipes, such as deterrence strategies, are often not …
spreading to show that conventional recipes, such as deterrence strategies, are often not …
Node centrality in weighted networks: Generalizing degree and shortest paths
Ties often have a strength naturally associated with them that differentiate them from each
other. Tie strength has been operationalized as weights. A few network measures have …
other. Tie strength has been operationalized as weights. A few network measures have …
Modeling future spread of infections via mobile geolocation data and population dynamics. An application to COVID-19 in Brazil
Mobile geolocation data is a valuable asset in the assessment of movement patterns of a
population. Once a highly contagious disease takes place in a location the movement …
population. Once a highly contagious disease takes place in a location the movement …