Community Detection for Correlation Matrices

A challenging problem in the study of complex systems is that of resolving, without prior information, the emergent, mesoscopic organization determined by groups of units whose dynamical activity is more strongly correlated internally than with the rest of the system. The existing techniques to filt...

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Bibliographic Details
Main Authors: Mel MacMahon, Diego Garlaschelli
Format: Article
Language:English
Published: American Physical Society 2015-04-01
Series:Physical Review X
Online Access:http://doi.org/10.1103/PhysRevX.5.021006