MultivariateAnomalies

A julia package for detecting multivariate anomalies.

Keywords: Novelty detection, Anomaly Detection, Outlier Detection, Statistical Process Control, Process Monitoring

Documentation	Build Status	Code Coverage

• Julia >= 0.7
• Julia packages Distances, LIBSVM, Combinatorics, and Linear Algebra.

• add the package: ]add MultivariateAnomalies

The Documentation is available here.

The package was implemented by Milan Flach and Fabian Gans, Max Planck Institute for Biogeochemistry, Department Biogeochemical Integration, Jena.

Please cite this package as: Flach, M., Gans, F., Brenning, A., Denzler, J., Reichstein, M., Rodner, E., Bathiany, S., Bodesheim, P., Guanche, Y., Sippel, S., and Mahecha, M. D. (2017): Multivariate anomaly detection for Earth observations: a comparison of algorithms and feature extraction techniques, Earth Syst. Dynam., 8, 677-696, doi:10.5194/esd-8-677-2017.