l1spectral: 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 spectral clustering method using l1-regularization" (2022).
| Version: | 0.99.6 |
| Imports: | Rcpp (≥ 0.12.5), stats,dplyr, graphics,igraph,Matrix,aricode, grDevices,caret,glmnet,ggplot2,cvTools |
| LinkingTo: | Rcpp,RcppArmadillo |
| Published: | 2022-01-26 |
| DOI: | 10.32614/CRAN.package.l1spectral |
| Author: | Camille Champion [aut], Magali Champion [aut, cre] |
| Maintainer: | Magali Champion <magali.champion at u-paris.fr> |
| License: | GPL-2 |
| NeedsCompilation: | yes |
| CRAN checks: | l1spectral results |
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