l1spectral

An L1-Version of the Spectral Clustering

CRAN Package

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).

  • Version0.99.6
  • R versionunknown
  • LicenseGPL-2
  • Needs compilation?Yes
  • Last release01/26/2022

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  • Imports11 packages
  • Linking To2 packages