899 citations · 4.3k across the 36 of their papers we have counts for
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cs.SI2017★ 8 cited
Inferring propagation paths for sparsely observed perturbations on complex networks
Francesco Alessandro Massucci, Jonathan Wheeler, Raul Beltran-Debon +3
In a complex system, perturbations propagate by following paths on the network of interactions among the system's units. In contrast to what happens with the spreading of epidemics…
stat.ML2017★ 66 cited
Consistencies and inconsistencies between model selection and link prediction in networks
Toni Vallès-Català, Tiago P. Peixoto, Roger Guimerà +1
A principled approach to understand network structures is to formulate generative models. Given a collection of models, however, an outstanding key task is to determine which one p…