sGMRFmix (version 0.3.0)

Sparse Gaussian Markov Random Field Mixtures for Anomaly Detection

Description

An implementation of sparse Gaussian Markov random field mixtures presented by Ide et al. (2016) . 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.

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Install

install.packages('sGMRFmix')

Monthly Downloads

152

Version

0.3.0

License

MIT + file LICENSE

Maintainer

Last Published

April 16th, 2018

Functions in sGMRFmix (0.3.0)