sGMRFmix

Sparse Gaussian Markov Random Field Mixtures for Anomaly Detection

CRAN Package

An implementation of sparse Gaussian Markov random field mixtures presented by Ide et al. (2016) doi:10.1109/ICDM.2016.0119. It provides a novel anomaly detection method for multivariate noisy sensor data. It can automatically handle multiple operational modes. And it can also compute variable-wise anomaly scores.

  • Version0.3.0
  • R versionunknown
  • LicenseMIT
  • Needs compilation?No
  • Last release04/16/2018

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  • Imports5 packages
  • Suggests6 packages