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cs.SI2024
Nonparametric inference of higher order interaction patterns in networks
Anatol E. Wegner, Sofia C. Olhede
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 on a class…
cs.SI2014★ 15 cited
Subgraph covers -- An information theoretic approach to motif analysis in networks
Anatol E. Wegner
Many real world networks contain a statistically surprising number of certain subgraphs, called network motifs. In the prevalent approach to motif analysis, network motifs are dete…