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).


Reference manual

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0.99.2 by Magali Champion, a month ago

Browse source code at

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