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math.PR2017
PageRank in Undirected Random Graphs
Konstantin Avrachenkov, Arun Kadavankandy, Liudmila Ostroumova Prokhorenkova +1
PageRank has numerous applications in information retrieval, reputation systems, machine learning, and graph partitioning. In this paper, we study PageRank in undirected random gra…
math.PR2017
Modularity of complex networks models
Liudmila Ostroumova Prokhorenkova, Pawel Pralat, Andrei Raigorodskii
Modularity is designed to measure the strength of division of a network into clusters (known also as communities). Networks with high modularity have dense connections between the…