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Showing physics.soc-phShow all
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physics.soc-ph2009★ 188 cited
Statistical-mechanical approach to subgraph centrality in complex networks
Ernesto Estrada, Naomichi Hatano
We interpret the subgraph centrality as the partition function of a network. The entropy, the internal energy and the Helmholtz free energy are defined for networks and molecular g…
physics.soc-ph2009★ 7 cited
"Clumpiness" Mixing in Complex Networks
Ernesto Estrada, Naomichi Hatano, Amauri Gutierrez
Three measures of clumpiness of complex networks are introduced. The measures quantify how most central nodes of a network are clumped together. The assortativity coefficient defin…
physics.soc-ph2007★ 769 cited
Communicability in complex networks
Ernesto Estrada, Naomichi Hatano
Many topological and dynamical properties of complex networks are defined by assuming that most of the transport on the network flows along the shortest paths. However, there are d…