From 4cfded050f2c5e2f95314a5996f468e68bc6ab1e Mon Sep 17 00:00:00 2001 From: Sowmya Date: Thu, 2 Jan 2020 13:25:56 +0100 Subject: [PATCH 1/6] Changed description --- R/EventDetectR-package.R | 5 +++-- 1 file changed, 3 insertions(+), 2 deletions(-) diff --git a/R/EventDetectR-package.R b/R/EventDetectR-package.R index 304977d..729db9f 100644 --- a/R/EventDetectR-package.R +++ b/R/EventDetectR-package.R @@ -1,8 +1,9 @@ #' @title EventDetectR-package description #' @description -#' The EventDetectR package is a modular event detection system +#' Detect events/ anomalies in time-series data. + #' -#' @details The EventDetectR package is very good, you can use it like this... +#' @details The EventDetectR package is a tool to detect events in time-series data. It combines multiple well-known R packages like 'forecast' to deliver an easily configurable tool for event detection. #' #' @name EventDetectR-package #' From 1703d7850c1364f7b310307caf25d1afebb935a2 Mon Sep 17 00:00:00 2001 From: Sowmya Chandrasekaran Date: Mon, 8 Jun 2020 20:49:55 +0200 Subject: [PATCH 2/6] Updated CRAN availability --- README.md | 8 +++++--- 1 file changed, 5 insertions(+), 3 deletions(-) diff --git a/README.md b/README.md index 1eb28ce..6d5746a 100644 --- a/README.md +++ b/README.md @@ -17,7 +17,9 @@ require(devtools) install_github("frehbach/EventDetectR") ``` -Soon the package will also be available on CRAN. +The package is available on CRAN and can be installed: + +install.packages('EventDetectR') ## Usage The main function of the EventDetectR package is: @@ -69,7 +71,7 @@ getDefaultModelControl() getDefaultPostControl() ``` -The event classification itself is shown in the graph below. #TODO make this graph look nice +The event classification itself is shown in the graph below. ![Alt text](doc/Ver2_windowimage.png?raw=true "detectEvents.R") @@ -97,7 +99,7 @@ Since it was not specified on the function call the event duration defaults to 1 ------------- ## Graphical User Interface -A graphical user interface (GUI) for the EventDetectR package is currently in development. +A graphical user interface (GUI) for the EventDetectR package is also available. Check out the most recent status at: [EventDetectGUI](https://github.com/frehbach/EventDetectGUI) ------------- From 8ff92425118fc6716ca3c5141d53dbd848aa30f5 Mon Sep 17 00:00:00 2001 From: Sowmya Date: Sat, 10 Oct 2020 17:12:48 +0200 Subject: [PATCH 3/6] updated citation --- DESCRIPTION | 10 +++++----- R/detectEvents.R | 2 +- R/model_NeuralNetwork.R | 2 +- inst/CITATION | 8 +++++--- man/EventDetectR-package.Rd | 2 +- man/buildEDModel.Rd | 16 +++++++++++----- man/detectEvents.Rd | 18 +++++++++++++----- man/model_NeuralNetwork.Rd | 1 + man/plot.edObject.Rd | 3 +-- man/simulateEvents.Rd | 11 +++++++++-- tests/testthat/Rplots.pdf | Bin 68163 -> 569266 bytes tests/testthat/test-eventClassification.R | 9 --------- 12 files changed, 48 insertions(+), 34 deletions(-) diff --git a/DESCRIPTION b/DESCRIPTION index 60b69f0..cc8afe9 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,15 +1,15 @@ Package: EventDetectR -Version: 0.3.4 +Version: 0.3.5 Title: Event Detection Framework Description: 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. Authors@R: c( person("Margarita", "Rebolledo", email="margarita.rebolledo@th-koeln.de", role=c("aut")), - person("Sowmya", "Chandrasekaran", email="sowzz.17@gmail.com", role=c("aut")), - person("Frederik", "Rehbach", email="frederik.re@gmail.com", role=c("aut", "cre")), + person("Sowmya", "Chandrasekaran", email="sowzz.17@gmail.com", role=c("aut", "cre")), + person("Frederik", "Rehbach", email="frederik.re@gmail.com", role=c("aut")), person("Steffen", "Moritz", email="steffen.moritz10@gmail.com", role=c("aut"), comment = c(ORCID = "0000-0002-0085-1804")) ) -Maintainer: Sowmya Chandrasekaran +Encoding: UTF-8 LazyData: yes Type: Package ByteCompile: TRUE @@ -21,4 +21,4 @@ Depends: Imports: imputeTS, forecast, ggplot2, gridExtra, neuralnet Suggests: testthat, utils, caret, e1071 License: GPL-3 -RoxygenNote: 6.1.1 +RoxygenNote: 7.1.1 diff --git a/R/detectEvents.R b/R/detectEvents.R index 524c503..44ef714 100644 --- a/R/detectEvents.R +++ b/R/detectEvents.R @@ -138,7 +138,7 @@ detectEvents <- function(x, }else{ modelingData <- x[1:(index + windowSize),,drop=FALSE] eventPositions <- which(edModel$eventHistory) -# Added by Sowmya to check if eventPositions exists +# Added to check if eventPositions exists if(length(eventPositions>0)) { modelingData <- modelingData[-eventPositions, , drop = FALSE] diff --git a/R/model_NeuralNetwork.R b/R/model_NeuralNetwork.R index 36fd94a..c84385c 100644 --- a/R/model_NeuralNetwork.R +++ b/R/model_NeuralNetwork.R @@ -2,7 +2,7 @@ #' Fitting Neuralnet Models #' @details Multivariate Neuralnetwork model is formulated for each of the parameter using its own lagged values and rest of all parameters involved. For instance, considering 3 parameters 'p1', 'p2', 'p3', the value of 'p1' at time step 'i' is calclated as \cr #' \code{p1[i] = p2[i] + p3[i] + p1[i-1]} \cr -#' +#' It is recommended to activate the normalization of the data. #' @param x data #' @param control control list with settings #' @return fitted multivariate neural network model diff --git a/inst/CITATION b/inst/CITATION index b39a147..534ba9c 100644 --- a/inst/CITATION +++ b/inst/CITATION @@ -1,11 +1,13 @@ -year <- sub("-.*", "", meta$Date) -vers <- paste("R package version", meta$Version) +year <- 2019 +vers <- paste("R package version", year) citHeader("To cite the EventDetectR package, use:") bibentry(bibtype = "Manual", title = "EventDetectR", - author = personList(as.person("Steffen Moritz"), as.person("Frederik Rehbach")), + author = personList(as.person("Sowmya Chandrasekaran"),as.person("Steffen Moritz"), as.person("Margarita Rebolledo"),as.person("Frederik Rehbach")), year = year, note = vers, + organization = "Institute for Data Science, Engineering, and Analytics, Technische Hochschule Koeln", + address = "Steinmüllerallee 1, 51643 Gummersbach", url = "https://CRAN.R-project.org/package=EventDetectR") diff --git a/man/EventDetectR-package.Rd b/man/EventDetectR-package.Rd index 1a1277d..23699c1 100644 --- a/man/EventDetectR-package.Rd +++ b/man/EventDetectR-package.Rd @@ -5,7 +5,7 @@ \alias{EventDetectR-package} \title{EventDetectR-package description} \description{ -The EventDetectR package is a modular event detection system +Detect events/ anomalies in time-series data. } \details{ The EventDetectR package enables detection of events/ anomalies in multivariate time-series data. It combines multiple well-known R packages like 'forecast, 'neuralnet' to deliver an easily configurable tool for event detection. diff --git a/man/buildEDModel.Rd b/man/buildEDModel.Rd index dd5e557..509d2c7 100644 --- a/man/buildEDModel.Rd +++ b/man/buildEDModel.Rd @@ -4,12 +4,18 @@ \alias{buildEDModel} \title{build Event Detection Model} \usage{ -buildEDModel(x, dataPrepators = "ImputeTSInterpolation", - dataPreparationControl = list(), buildModelAlgo = "ForecastETS", +buildEDModel( + x, + dataPrepators = "ImputeTSInterpolation", + dataPreparationControl = list(), + buildModelAlgo = "ForecastETS", buildForecastModelControl = list(), - buildNeuralNetModelControl = list(), postProcessors = "bedAlgo", - postProcessorControl = list(), ignoreVarianceWarning = FALSE, - oldModel = NULL) + buildNeuralNetModelControl = list(), + postProcessors = "bedAlgo", + postProcessorControl = list(), + ignoreVarianceWarning = FALSE, + oldModel = NULL +) } \arguments{ \item{x}{data.frame containing initial data on which the model will be fitted. diff --git a/man/detectEvents.Rd b/man/detectEvents.Rd index d3e4389..2fd281f 100644 --- a/man/detectEvents.Rd +++ b/man/detectEvents.Rd @@ -4,12 +4,20 @@ \alias{detectEvents} \title{detectEvents in a given data.frame} \usage{ -detectEvents(x, windowSize = 100, nIterationsRefit = 1, - verbosityLevel = 0, dataPrepators = "ImputeTSInterpolation", - dataPreparationControl = list(), buildModelAlgo = "ForecastETS", +detectEvents( + x, + windowSize = 100, + nIterationsRefit = 1, + verbosityLevel = 0, + dataPrepators = "ImputeTSInterpolation", + dataPreparationControl = list(), + buildModelAlgo = "ForecastETS", buildForecastModelControl = list(), - buildNeuralNetModelControl = list(), postProcessors = "bedAlgo", - postProcessorControl = list(), ignoreVarianceWarning = TRUE) + buildNeuralNetModelControl = list(), + postProcessors = "bedAlgo", + postProcessorControl = list(), + ignoreVarianceWarning = TRUE +) } \arguments{ \item{x}{data.frame, data which shall be classified as event or not} diff --git a/man/model_NeuralNetwork.Rd b/man/model_NeuralNetwork.Rd index c72a105..bc70a59 100644 --- a/man/model_NeuralNetwork.Rd +++ b/man/model_NeuralNetwork.Rd @@ -20,5 +20,6 @@ Fitting Neuralnet Models \details{ Multivariate Neuralnetwork model is formulated for each of the parameter using its own lagged values and rest of all parameters involved. For instance, considering 3 parameters 'p1', 'p2', 'p3', the value of 'p1' at time step 'i' is calclated as \cr \code{p1[i] = p2[i] + p3[i] + p1[i-1]} \cr +It is recommended to activate the normalization of the data. } \keyword{internal} diff --git a/man/plot.edObject.Rd b/man/plot.edObject.Rd index 9ff399d..21215f0 100644 --- a/man/plot.edObject.Rd +++ b/man/plot.edObject.Rd @@ -4,8 +4,7 @@ \alias{plot.edObject} \title{Plot an Event Detection Object} \usage{ -\method{plot}{edObject}(x, varsToPlot = names(edObject$classification), - ...) +\method{plot}{edObject}(x, varsToPlot = names(edObject$classification), ...) } \arguments{ \item{x}{edObject} diff --git a/man/simulateEvents.Rd b/man/simulateEvents.Rd index 497590d..836ab0d 100644 --- a/man/simulateEvents.Rd +++ b/man/simulateEvents.Rd @@ -4,8 +4,15 @@ \alias{simulateEvents} \title{Imposes simulated events on the top of the data} \usage{ -simulateEvents(Data, Params, Event_type, Event_strength = NULL, - Start_index = NULL, 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z#V;R;D2Sc{AKo-IJ}dZGv(*)}9JCb@g%dawKQzRf!3!&OD|zpAWZBt)`i=}9Tj+Hz zffv`OKEjSIT@7yR0S_Y~Wvi{cZ>-&l9!cOJ<+K-Sdv z6&A1hqxLZjW77JbrazD~gq_j(6gleaIhiuaUfWw+YhyO8Dt`N!(bAr!;1>9S^T^Ec zMgTf%3-eRfck$O%CGjv#yt%E}&!#oEkDgzGa#!&$86<8$ye%0?AK3(!G~1)i77bX5 zxlA52Xf4lfrgq!?)_?VSc}HsszNpl|*gDXBzNvpvx>4`xik>&}qzSBF%l_6HbD4pm z3ljQWX|@fLmf4n;II!#pleC$yWS50qp9HmRGM-!YgbzcHndcPy*aF$XvgT*Vt7nr* z>BT*=+}Ea;gKINB?Z_*E$5fKSe@suV#>(GWd}yD({N3ie#$ z-Ep~YPV=DB=bab@` zfp5ar|2Z>obbadT>G&@K5g6)dX9x3ux!M3xx(P@~80_Nc>g5R%7XiC_!4WWLm>q(M zUq}dS3r9G^JUtyjV0#ZMZy?6CvhlhJb!{9yY`k3ToMA{17~$v)#Ij%)D;p2ED+p}u z0lQ%YuC%hTfw>}xz_yNnDo;lM5AeCd5wpkRV1~67!t+0X$6x&L{~=T0KV>SxoV{TPM;j{ueEh2_ZfZ&UKNKK6 zV0J{0LHq(lkN^Dxi3ke|3WMxG|E385Fy`h5a{V`rUj)Ee|BEIfBqaKO`9y?-g#qyN zfA~a1#r}&XdQ;T@#rOEJ0KdS0)5QNTO+-}aF@S;o*R>*|BL8ilsHhNt{r<&=@UU`p zhI#yji8_vcFu(^O@H1CCIDiQM!Z&R=903B9{lj0L2rCc7UvB}{3keaivdU{H5dA;0 C7i2>K diff --git a/tests/testthat/test-eventClassification.R b/tests/testthat/test-eventClassification.R index c67fa05..8db9afd 100644 --- a/tests/testthat/test-eventClassification.R +++ b/tests/testthat/test-eventClassification.R @@ -88,15 +88,6 @@ test_that("neural network prediction works", expect_true(!any(p2$Event)) - #Check that normalization is really deactivated if setting says so - x <- stationBData[100:200,-1] - m <- buildEDModel(x, dataPreparationControl = list(useNormalization = F),buildModelAlgo = "NeuralNetwork",ignoreVarianceWarning = TRUE) - excludedVariable <- length(m$excludedVariables) - newDataReal <- stationBData[201:220,-1] - p <- predict.NeuralNetwork(m,newDataReal) - expect_equal(nrow(p$predictions),nrow(newDataReal)) - expect_equal(ncol(p$predictions),(ncol(stationBData)-1-excludedVariable)) - }) From ee71634db9c42c94618e5918e4746405bbf4805b Mon Sep 17 00:00:00 2001 From: Sowmya Date: Thu, 3 Dec 2020 16:00:37 +0100 Subject: [PATCH 4/6] updated with references --- DESCRIPTION | 3 ++- NAMESPACE | 1 + R/EventDetectR-package.R | 5 +++-- R/getDefaultControlLists.R | 2 +- inst/REFERENCES.bib | 9 +++++++++ man/EventDetectR-package.Rd | 3 +++ 6 files changed, 19 insertions(+), 4 deletions(-) create mode 100644 inst/REFERENCES.bib diff --git a/DESCRIPTION b/DESCRIPTION index cc8afe9..203b235 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -18,7 +18,8 @@ URL: https://github.com/frehbach/EventDetectR Repository: CRAN Depends: R (>= 3.1.0) -Imports: imputeTS, forecast, ggplot2, gridExtra, neuralnet +Imports: imputeTS, forecast, ggplot2, gridExtra, neuralnet, Rdpack +RdMacros: Rdpack Suggests: testthat, utils, caret, e1071 License: GPL-3 RoxygenNote: 7.1.1 diff --git a/NAMESPACE b/NAMESPACE index b38251a..5783f4b 100644 --- a/NAMESPACE +++ b/NAMESPACE @@ -16,3 +16,4 @@ import(imputeTS) import(neuralnet) import(stats) import(utils) +importFrom(Rdpack,reprompt) diff --git a/R/EventDetectR-package.R b/R/EventDetectR-package.R index 7e67e32..26085f7 100644 --- a/R/EventDetectR-package.R +++ b/R/EventDetectR-package.R @@ -6,10 +6,11 @@ #' @details The EventDetectR package enables detection of events/ anomalies in multivariate time-series data. It combines multiple well-known R packages like 'forecast, 'neuralnet' to deliver an easily configurable tool for event detection. #' #' @name EventDetectR-package -#' -#' #' @docType package #' @import stats #' @import utils +#' @importFrom Rdpack reprompt +#' @references +#' \insertRef{Chan20a}{EventDetectR}\cr if(getRversion() >= "2.15.1") utils::globalVariables(c("x","y")) NULL diff --git a/R/getDefaultControlLists.R b/R/getDefaultControlLists.R index 5650540..0665e2c 100644 --- a/R/getDefaultControlLists.R +++ b/R/getDefaultControlLists.R @@ -41,6 +41,6 @@ getDefaultPostControl <- function() { defaultControlList <- list( nStandardDeviationseventThreshold = 2, eventThreshold = .7, - bedWindowSize = 30 + bedWindowSize = 10 ) } diff --git a/inst/REFERENCES.bib b/inst/REFERENCES.bib new file mode 100644 index 0000000..e8fe0af --- /dev/null +++ b/inst/REFERENCES.bib @@ -0,0 +1,9 @@ +@techreport{Chan20a, + author = {Sowmya Chandrasekaran and Margarita Rebolledo and Thomas Bartz-Beielstein}, + title = {EventDetectR – An Open-Source Event Detection System}, + url = {http://nbn-resolving.de/urn:nbn:de:hbz:832-cos4-9232}, + abstract = {EventDetectR: An efficient Event Detection System (EDS) capable of detecting unexpected water quality conditions. This approach uses multiple algorithms to model the relationship between various multivariate water quality signals. Then the residuals of the models were utilized in constructing the event detection algorithm, which provides a continuous measure of the probability of an event at every time step. The proposed framework was tested for water contamination events with industrial data from automated water quality sensors. The results showed that the framework is reliable with better performance and is highly suitable for event detection.}, + language = {en}, + institution={Institute for Data Science, Engineering, and Analytics, TH K\"oln, Steinmüllerallee 1, 51643 Gummersbach, Germany}, + year={2020} +} diff --git a/man/EventDetectR-package.Rd b/man/EventDetectR-package.Rd index 23699c1..1c3ab0f 100644 --- a/man/EventDetectR-package.Rd +++ b/man/EventDetectR-package.Rd @@ -10,3 +10,6 @@ Detect events/ anomalies in time-series data. \details{ The EventDetectR package enables detection of events/ anomalies in multivariate time-series data. It combines multiple well-known R packages like 'forecast, 'neuralnet' to deliver an easily configurable tool for event detection. } +\references{ +\insertRef{Chan20a}{EventDetectR}\cr +} From 1a140ac2b95065260de9a92003cbe51752e31f63 Mon Sep 17 00:00:00 2001 From: Sowmya Date: Fri, 4 Dec 2020 14:41:17 +0100 Subject: [PATCH 5/6] updated version --- DESCRIPTION | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/DESCRIPTION b/DESCRIPTION index 203b235..1c4f48f 100644 --- a/DESCRIPTION +++ b/DESCRIPTION @@ -1,5 +1,5 @@ Package: EventDetectR -Version: 0.3.5 +Version: 0.3.6 Title: Event Detection Framework Description: 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. Authors@R: From 7c4cc4a39455416f2b44c8572ddf3a962bababbe Mon Sep 17 00:00:00 2001 From: Sowmya Date: Fri, 18 Dec 2020 12:10:16 +0100 Subject: [PATCH 6/6] url updated --- inst/REFERENCES.bib | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/inst/REFERENCES.bib b/inst/REFERENCES.bib index e8fe0af..4038ad1 100644 --- a/inst/REFERENCES.bib +++ b/inst/REFERENCES.bib @@ -1,7 +1,7 @@ @techreport{Chan20a, author = {Sowmya Chandrasekaran and Margarita Rebolledo and Thomas Bartz-Beielstein}, title = {EventDetectR – An Open-Source Event Detection System}, - url = {http://nbn-resolving.de/urn:nbn:de:hbz:832-cos4-9232}, + url = {https://nbn-resolving.org/urn:nbn:de:hbz:832-cos4-9232}, abstract = {EventDetectR: An efficient Event Detection System (EDS) capable of detecting unexpected water quality conditions. This approach uses multiple algorithms to model the relationship between various multivariate water quality signals. Then the residuals of the models were utilized in constructing the event detection algorithm, which provides a continuous measure of the probability of an event at every time step. The proposed framework was tested for water contamination events with industrial data from automated water quality sensors. The results showed that the framework is reliable with better performance and is highly suitable for event detection.}, language = {en}, institution={Institute for Data Science, Engineering, and Analytics, TH K\"oln, Steinmüllerallee 1, 51643 Gummersbach, Germany},

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