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).
| Version: | 0.99.2 |
| Imports: | Rcpp (≥ 0.12.5), stats, graphics, igraph, Matrix, NMI, grDevices, glmnet, cvTools |
| LinkingTo: | Rcpp, RcppArmadillo |
| Published: | 2021-03-16 |
| 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 |
| Reference manual: | l1spectral.pdf |
| Package source: | l1spectral_0.99.2.tar.gz |
| Windows binaries: | r-devel: l1spectral_0.99.2.zip, r-devel-UCRT: l1spectral_0.99.2.zip, r-release: l1spectral_0.99.2.zip, r-oldrel: l1spectral_0.99.2.zip |
| macOS binaries: | r-release (arm64): l1spectral_0.99.2.tgz, r-release (x86_64): l1spectral_0.99.2.tgz, r-oldrel: l1spectral_0.99.2.tgz |
| Old sources: | l1spectral archive |
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