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).


News

Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("l1spectral")

0.99.2 by Magali Champion, 6 months 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, graphics, igraph, Matrix, NMI, grDevices, glmnet, cvTools

Linking to Rcpp, RcppArmadillo


See at CRAN