Event Detection Framework

Detect events in time-series data. Combines multiple well-known R packages like 'forecast' and 'neuralnet' to deliver an easily configurable tool for multivariate event detection.

News

TODO / Upcoming:

Data Preparation might be done outside of buildEDModel so that for example NAs can be removed from the whole data set
Tests for different model types and functionality of 'detectEvents'
?changable dynamic threshold classification?
useNormalization parameter in preprocessing cntrl list

NEWS: V0.3.1 - Added more Forecast models, added ed.print V0.3.0 - Added eventDetect automatic movingWindow based event detection over a whole dataset

Reference manual

install.packages("EventDetectR")

0.3.4 by Sowmya Chandrasekaran, 2 months ago

https://github.com/frehbach/EventDetectR

Report a bug at https://github.com/frehbach/EventDetectR/issues

Browse source code at https://github.com/cran/EventDetectR

Authors: Margarita Rebolledo [aut] , Sowmya Chandrasekaran [aut, cre] , Frederik Rehbach [aut] , Steffen Moritz [aut]

Documentation: PDF Manual

GPL-3 license

Imports imputeTS, forecast, ggplot2, gridExtra, neuralnet

Suggests testthat, utils, caret, e1071

Imported by EventDetectGUI.

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