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 |
Documentation:
Downloads:
Linking:
Please use the canonical form
https://CRAN.R-project.org/package=l1spectral
to link to this page.