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Role Analysis in Networks using Mixtures of Exponential Random Graph Models

A novel and flexible framework for investigating the roles of actors within a network is introduced. Particular interest is in roles as defined by local network connectivity patterns, identified using the ego-networks extracted from the network. A mixture of Exponential-family Random Graph Models is...

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Podrobná bibliografie
Vydáno v:J Comput Graph Stat
Hlavní autoři: Salter-Townshend, Michael, Murphy, Thomas Brendan
Médium: Artigo
Jazyk:Inglês
Vydáno: 2014
Témata:
On-line přístup:https://ncbi.nlm.nih.gov/pmc/articles/PMC4474091/
https://ncbi.nlm.nih.gov/pubmed/26101465
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1080/10618600.2014.923777
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