Analogies between interconnected and clustered networks
Overview: In this talk, I will illustrate how spectral methods can be used to determine common properties shared by interconnected networks and graphs with community structure. In particular, I will show that degree correlations play a fundamental role for the characterization of the structural phases of these systems.
READINGS:Radicchi, F (2014) A paradox in community detection EPL 106, 38001
Radicchi, F (2014) Driving interconnected networks to supercriticality Phys. Rev. X 4, 021014
Radicchi, F (2013) Detectability of communities in heterogeneous networks Phys. Rev. E 88, 010801(R)