An L1-Version of the Spectral Clustering

Provides an l1-version of the spectral clustering algorithm devoted to robustly clustering highly perturbed graphs using l1-penalty. This algorithm is described with more details in the preprint C. Champion, M. Champion, M. Blazère, R. Burcelin and J.M. Loubes, "l1-spectral clustering algorithm: a robust spectral clustering using Lasso regularization" (2021).


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install.packages("l1spectral")

0.99.5 by Magali Champion, 22 days ago


Browse source code at https://github.com/cran/l1spectral


Authors: Camille Champion [aut] , Magali Champion [aut, cre]


Documentation:   PDF Manual  


GPL-2 license


Imports Rcpp, stats, dplyr, graphics, igraph, Matrix, aricode, grDevices, caret, glmnet, ggplot2, cvTools

Linking to Rcpp, RcppArmadillo


See at CRAN