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Local dependency in networks

Miloš Kudělka;  Šárka Zehnalová;  Zdeněk Horák;  Pavel Krömer;  Václav Snášel — 2015

International Journal of Applied Mathematics and Computer Science

Many real world data and processes have a network structure and can usefully be represented as graphs. Network analysis focuses on the relations among the nodes exploring the properties of each network. We introduce a method for measuring the strength of the relationship between two nodes of a network and for their ranking. This method is applicable to all kinds of networks, including directed and weighted networks. The approach extracts dependency relations among the network's nodes from the structure...

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