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 …

The trouble with STEAM and why we use it anyway

S Mejias, N Thompson, RM Sedas, M Rosin… - Science …, 2021 - Wiley Online Library
As an emerging field of theory, research, and practice, STEAM (Science, Technology,
Engineering, Arts, and Mathematics) has received attention for its efforts to incorporate the …

Temporal network structures controlling disease spreading

P Holme - Physical Review E, 2016 - APS
We investigate disease spreading on eight empirical data sets of human contacts (mostly
proximity networks recording who is close to whom, at what time). We compare three levels …

Epidemiologically optimal static networks from temporal network data

P Holme - PLoS computational biology, 2013 - journals.plos.org
One of network epidemiology's central assumptions is that the contact structure over which
infectious diseases propagate can be represented as a static network. However, contacts …

Fast and principled simulations of the SIR model on temporal networks

P Holme - Plos one, 2021 - journals.plos.org
The Susceptible–Infectious–Recovered (SIR) model is the canonical model of epidemics of
infections that make people immune upon recovery. Many of the open questions in …

Sampling of temporal networks: Methods and biases

LEC Rocha, N Masuda, P Holme - Physical Review E, 2017 - APS
Temporal networks have been increasingly used to model a diversity of systems that evolve
in time; for example, human contact structures over which dynamic processes such as …

A sequential-path tree-based centrality for identifying influential spreaders in temporal networks

L Tao, S Kong, L He, F Zhang, X Li, T Jia… - Chaos, Solitons & Fractals, 2022 - Elsevier
The problem of identifying influential spreaders in temporal networks has attracted extensive
attention in recent years. Existing studies have proposed various centrality measures for …

Robust modeling of human contact networks across different scales and proximity-sensing techniques

M Starnini, B Lepri, A Baronchelli, A Barrat… - Social Informatics: 9th …, 2017 - Springer
The problem of map** human close-range proximity networks has been tackled using a
variety of technical approaches. Wearable electronic devices, in particular, have proven to …

Rethinking the medical in the medical humanities

D O'Neill, E Jenkins, R Mawhinney, E Cosgrave… - Medical …, 2016 - mh.bmj.com
To clinicians there are a number of striking features of the ever-evolving field of the medical
humanities. The first is a perception of a predominantly unidirectional relationship between …

Information content of contact-pattern representations and predictability of epidemic outbreaks

P Holme - Scientific reports, 2015 - nature.com
To understand the contact patterns of a population—who is in contact with whom and when
the contacts happen—is crucial for modeling outbreaks of infectious disease. Traditional …