41 citations · 132 across the 15 of their papers we have counts for
4 papers · 1 filter
Learning the mechanisms of network growth
Lourens Touwen, Doina Bucur, Remco van der Hofstad +2
We propose a novel model-selection method for dynamic networks. Our approach involves training a classifier on a large body of synthetic network data. The data is generated by simu…
Large-scale multi-objective influence maximisation with network downscaling
Elia Cunegatti, Giovanni Iacca, Doina Bucur
Finding the most influential nodes in a network is a computationally hard problem with several possible applications in various kinds of network-based problems. While several metho…
The network signature of constellation line figures
Doina Bucur
In traditional astronomies across the world, groups of stars in the night sky were linked into constellations -- symbolic representations rich in meaning and with practical roles.…
Top influencers can be identified universally by combining classical centralities
Doina Bucur
Information flow, opinion, and epidemics spread over structured networks. When using individual node centrality indicators to predict which nodes will be among the top influencers…