| Name : R-otsad
| |
| Version : 0.2.0
| Vendor : obs://build_opensuse_org/devel:languages:R
|
| Release : lp153.31.2
| Date : 2024-06-14 11:30:59
|
| Group : Development/Libraries/Other
| Source RPM : R-otsad-0.2.0-lp153.31.2.src.rpm
|
| Size : 2.65 MB
| |
| Packager : (none)
| |
| Summary : Online Time Series Anomaly Detectors
|
Description :
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) < arXiv:1608.04585>, KNN-LDCD see V. Ishimtsev et al. (2017)
< 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.
|
RPM found in directory: /packages/linux-pbone/ftp5.gwdg.de/pub/opensuse/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Leap_15.3/x86_64 |
