The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.
Implements a set of online fault detectors for time-series, called: PEWMA see M. Carter et al. (2012) <doi:10.1109/SSP.2012.6319708>, SD-EWMA and TSSD-EWMA see H. Raza et al. (2015) <doi:10.1016/j.patcog.2014.07.028>, KNN-CAD see E. Burnaev et al. (2016) <doi:10.48550/arXiv.1608.04585>, KNN-LDCD see V. Ishimtsev et al. (2017) <doi:10.48550/arXiv.1706.03412> and CAD-OSE see M. Smirnov (2018) <https://github.com/smirmik/CAD>. The first three algorithms belong to prediction-based techniques and the last three belong to window-based techniques. In addition, the SD-EWMA and PEWMA algorithms are algorithms designed to work in stationary environments, while the other four are algorithms designed to work in non-stationary environments.
| Version: | 0.2.0 |
| Depends: | R (≥ 3.4.0) |
| Imports: | stats, ggplot2, plotly, sigmoid, reticulate |
| Suggests: | testthat, stream, knitr, rmarkdown |
| Published: | 2019-09-06 |
| Author: | Alaiñe Iturria [aut, cre], Jacinto Carrasco [aut], Francisco Herrera [aut], Santiago Charramendieta [aut], Karmele Intxausti [aut] |
| Maintainer: | Alaiñe Iturria <aiturria at ikerlan.es> |
| BugReports: | https://github.com/alaineiturria/otsad/issues |
| License: | AGPL (≥ 3) |
| URL: | https://github.com/alaineiturria/otsad |
| NeedsCompilation: | no |
| SystemRequirements: | Python (>= 3.0.1); bencode-python3 (1.0.2) |
| Citation: | otsad citation info |
| Materials: | README NEWS |
| In views: | TimeSeries |
| CRAN checks: | otsad results |
| Reference manual: | otsad.pdf |
| Vignettes: |
The otsad Package: Online Time-Series Anomaly Detectors |
| Package source: | otsad_0.2.0.tar.gz |
| Windows binaries: | r-devel: otsad_0.2.0.zip, r-release: otsad_0.2.0.zip, r-oldrel: otsad_0.2.0.zip |
| macOS binaries: | r-release (arm64): otsad_0.2.0.tgz, r-oldrel (arm64): otsad_0.2.0.tgz, r-release (x86_64): otsad_0.2.0.tgz, r-oldrel (x86_64): otsad_0.2.0.tgz |
| Old sources: | otsad archive |
Please use the canonical form https://CRAN.R-project.org/package=otsad to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.