Nonparametric inference of higher order interaction patterns in networks

Abstract Local interaction patterns play an important role in the structural and functional organization of complex networks. Here we propose a method for obtaining parsimonious decompositions of networks into higher order interactions which can take the form of arbitrary motifs. The method is based...

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Bibliographic Details
Published in:Communications Physics
Main Authors: Anatol E. Wegner, Sofia C. Olhede
Format: Article
Language:English
Published: Nature Portfolio 2024-07-01
Online Access:https://doi.org/10.1038/s42005-024-01736-0