output
20152022
most citedDetecting global bridges in networks

45 citations

5 papers

physics.soc-ph2022★ 5 cited

Order-disorder transition in the zero-temperature Ising model on random graphs

Armin Pournaki, Eckehard Olbrich, Sven Banisch +1

The zero-temperature Ising model is known to reach a fully ordered ground state in sufficiently dense random graphs. In sparse random graphs, the dynamics gets absorbed in disorder…

cs.SI2021★ 6 cited

Grounding force-directed network layouts with latent space models

Felix Gaisbauer, Armin Pournaki, Sven Banisch +1

Force-directed layout algorithms are ubiquitously-used tools for network visualisation across a multitude of scientific disciplines. However, they lack theoretical grounding which…

stat.AP2018★ 14 cited

Large-scale diversity estimation through surname origin inference

Antoine Mazières, Camille Roth

The study of surnames as both linguistic and geographical markers of the past has proven valuable in several research fields spanning from biology and genetics to demography and so…

cs.SI2018★ 41 cited

Narrating Networks

Liliana Bounegru, Tommaso Venturini, Jonathan Gray +1

Networks have become the de facto diagram of the Big Data age (try searching Google Images for [big data AND visualisation] and see). The concept of networks has become central to…

cs.SI2015★ 45 cited

Detecting global bridges in networks

Pablo Jensen, Matteo Morini, Marton Karsai +6

The identification of nodes occupying important positions in a network structure is crucial for the understanding of the associated real-world system. Usually, betweenness centrali…