39 citations · 83 across the 6 of their papers we have counts for
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stat.ML2013★ 39 cited
A bag-of-paths framework for network data analysis
Kevin Françoisse, Ilkka Kivimäki, Amin Mantrach +2
This work develops a generic framework, called the bag-of-paths (BoP), for link and network data analysis. The central idea is to assign a probability distribution on the set of al…
cs.LG2013★ 1 cited
The Sum-over-Forests density index: identifying dense regions in a graph
Mathieu Senelle, Silvia Garcia-Diez, Amin Mantrach +3
This work introduces a novel nonparametric density index defined on graphs, the Sum-over-Forests (SoF) density index. It is based on a clear and intuitive idea: high-density region…