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cs.SI2018
Clustering Properties of Spatial Preferential Attachment Model
Lenar Iskhakov, Bogumil Kaminski, Maksim Mironov +2
In this paper, we study the clustering properties of the Spatial Preferential Attachment (SPA) model introduced by Aiello et al. in 2009. This model naturally combines geometry and…
cs.SI2018
Community Detection through Likelihood Optimization: In Search of a Sound Model
Liudmila Prokhorenkova, Alexey Tikhonov
Community detection is one of the most important problems in network analysis. Among many algorithms proposed for this task, methods based on statistical inference are of particula…