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physics.soc-ph2009★ 74 cited
Communicability Graph and Community Structures in Complex Networks
Ernesto Estrada, Naomichi Hatano
We use the concept of the network communicability (Phys. Rev. E 77 (2008) 036111) to define communities in a complex network. The communities are defined as the cliques of a commun…
physics.soc-ph2009★ 136 cited
Communicability Betweenness in Complex Networks
Ernesto Estrada, Desmond J. Higham, Naomichi Hatano
Betweenness measures provide quantitative tools to pick out fine details from the massive amount of interaction data that is available from large complex networks. They allow us to…
physics.soc-ph2009★ 32 cited
Communicability and multipartite structures in complex networks at negative absolute temperatures
Ernesto Estrada, Desmond J. Higham, Naomichi Hatano
We here present a method of clearly identifying multi-partite subgraphs in a network. The method is based on a recently introduced concept of the communicability, which very clearl…