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Modern temporal network theory: a colloquium
P Holme - The European Physical Journal B, 2015 - Springer
The power of any kind of network approach lies in the ability to simplify a complex system so
that one can better understand its function as a whole. Sometimes it is beneficial, however …
that one can better understand its function as a whole. Sometimes it is beneficial, however …
Statistical physics of vaccination
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 …
continue to do so today. To help reduce their impact, mathematical models of disease …
Modeling echo chambers and polarization dynamics in social networks
Echo chambers and opinion polarization recently quantified in several sociopolitical
contexts and across different social media raise concerns on their potential impact on the …
contexts and across different social media raise concerns on their potential impact on the …
Analysis, prediction, and control of epidemics: A survey from scalar to dynamic network models
During the ongoing COVID-19 pandemic, mathematical models of epidemic spreading have
emerged as powerful tools to produce valuable predictions of the evolution of the pandemic …
emerged as powerful tools to produce valuable predictions of the evolution of the pandemic …
[HTML][HTML] Persistence in complex systems
Persistence is an important characteristic of many complex systems in nature, related to how
long the system remains at a certain state before changing to a different one. The study of …
long the system remains at a certain state before changing to a different one. The study of …
[BOG][B] Bursty human dynamics
Bursty dynamics is a common temporal property of various complex systems in nature but it
also characterises the dynamics of human actions and interactions. At the …
also characterises the dynamics of human actions and interactions. At the …
Time-dependent graphs: Definitions, applications, and algorithms
Y Wang, Y Yuan, Y Ma, G Wang - Data Science and Engineering, 2019 - Springer
A time-dependent graph is, informally speaking, a graph structure dynamically changes with
time. In such graphs, the weights associated with edges dynamically change over time, that …
time. In such graphs, the weights associated with edges dynamically change over time, that …
Percolation and topological properties of temporal higher-order networks
Many complex systems that exhibit temporal nonpairwise interactions can be represented by
means of generative higher-order network models. Here, we propose a hidden variable …
means of generative higher-order network models. Here, we propose a hidden variable …
Epidemic spreading in modular time-varying networks
We investigate the effects of modular and temporal connectivity patterns on epidemic
spreading. To this end, we introduce and analytically characterise a model of time-varying …
spreading. To this end, we introduce and analytically characterise a model of time-varying …
Smurf-based anti-money laundering in time-evolving transaction networks
Money laundering refers to the criminal attempt of concealing the origins of illegally obtained
money, usually by passing it through a complex sequence of seemingly legitimate financial …
money, usually by passing it through a complex sequence of seemingly legitimate financial …