Motif-Based Spectral Clustering of Weighted Directed Networks

Tools for spectral clustering of weighted directed networks using motif adjacency matrices. Methods perform well on large and sparse networks, and random sampling methods for generating weighted directed networks are also provided. Based on methodology detailed in Underwood, Elliott and Cucuringu (2020) .


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install.packages("motifcluster")

0.1.1 by William George Underwood, 3 months ago


https://github.com/wgunderwood/motifcluster


Report a bug at https://github.com/wgunderwood/motifcluster/issues


Browse source code at https://github.com/cran/motifcluster


Authors: William George Underwood [aut, cre]


Documentation:   PDF Manual  


GPL-3 license


Imports igraph, LICORS, Matrix, RSpectra

Suggests covr, knitr, mclust, rmarkdown, testthat


See at CRAN