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 …
Temporal networks
P Holme, J Saramäki - Physics reports, 2012 - Elsevier
A great variety of systems in nature, society and technology–from the web of sexual contacts
to the Internet, from the nervous system to power grids–can be modeled as graphs of …
to the Internet, from the nervous system to power grids–can be modeled as graphs of …
Tempme: Towards the explainability of temporal graph neural networks via motif discovery
Temporal graphs are widely used to model dynamic systems with time-varying interactions.
In real-world scenarios, the underlying mechanisms of generating future interactions in …
In real-world scenarios, the underlying mechanisms of generating future interactions in …
Analytical computation of the epidemic threshold on temporal networks
The time variation of contacts in a networked system may fundamentally alter the properties
of spreading processes and affect the condition for large-scale propagation, as encoded in …
of spreading processes and affect the condition for large-scale propagation, as encoded in …
Time varying networks and the weakness of strong ties
In most social and information systems the activity of agents generates rapidly evolving time-
varying networks. The temporal variation in networks' connectivity patterns and the ongoing …
varying networks. The temporal variation in networks' connectivity patterns and the ongoing …
Critical regimes driven by recurrent mobility patterns of reaction–diffusion processes in networks
Reaction–diffusion processes have been widely used to study dynamical processes in
epidemics,–and ecology in networked metapopulations. In the context of epidemics, reaction …
epidemics,–and ecology in networked metapopulations. In the context of epidemics, reaction …
[HTML][HTML] Predicting and controlling infectious disease epidemics using temporal networks
Infectious diseases can be considered to spread over social networks of people or animals.
Mainly owing to the development of data recording and analysis techniques, an increasing …
Mainly owing to the development of data recording and analysis techniques, an increasing …
Random walks on temporal networks
Many natural and artificial networks evolve in time. Nodes and connections appear and
disappear at various time scales, and their dynamics has profound consequences for any …
disappear at various time scales, and their dynamics has profound consequences for any …
Controlling contagion processes in activity driven networks
The vast majority of strategies aimed at controlling contagion processes on networks
consider the connectivity pattern of the system either quenched or annealed. However, in …
consider the connectivity pattern of the system either quenched or annealed. However, in …
[图书][B] Handbook of spatial epidemiology
This handbook explains how to model epidemiological problems and improve inference
about disease etiology from a geographical perspective. Top epidemiologists, geographers …
about disease etiology from a geographical perspective. Top epidemiologists, geographers …