pMineR: Processes Mining in Medicine

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Allows to build and train simple Process Mining (PM) models (at the moment only AlphaAlgorithm and First Order Markov Model). The aim is to support PM specifically for the clinical domain from both administrative and clinical data.

Author
Roberto Gatta [aut, cre], Jacopo Lenkowicz [aut], Mauro Vallati [aut], Alessandro Stefanini [aut], Nicola Dinapoli [ctb], Berardino De Bari [ctb], Lucia Sacchi [ctb]
Date of publication
2016-07-15 15:25:23
Maintainer
Roberto Gatta <roberto.gatta.bs@gmail.com>
License
GPL-2
Version
0.27

View on CRAN

Man pages

alphaAlgorithm
AlphaAlgoritm class
dataLoader
load csv based log files
firstOrderMarkovModel
firstOrderMarkovModel class
LD.builder
Create a 'dataLoader' object
LD.getData
Give back the data loaded into a dataLoader object
LD.load.csv
Load a .csv based log file into a 'dataLoader' object
PM.builder
Create an object from the classes 'alphaAlgorithm' or...
PM.distanceFrom
Calculate the distance between two Process Mining models
PM.getModel
Returns a model (XML or else)
PM.loadDataset
Load a dataset into a Process Mining model
PM.play
Play a Process Mining model
PM.plot
Plot a Process Mining model graph
PM.trainModel
A trainer for a Process Mining model (wrapping function)

Files in this package

pMineR
pMineR/src
pMineR/src/pm_01.c
pMineR/NAMESPACE
pMineR/R
pMineR/R/utils.R
pMineR/R/alphaAlgoritm.R
pMineR/R/timelines.R
pMineR/R/wrappingFunctions.R
pMineR/R/firstOrderMarkovModel.R
pMineR/R/logInspector.R
pMineR/R/logHandler.R
pMineR/R/petriNetworkModel.R
pMineR/R/dataLoader.R
pMineR/MD5
pMineR/DESCRIPTION
pMineR/man
pMineR/man/PM.getModel.Rd
pMineR/man/dataLoader.Rd
pMineR/man/LD.builder.Rd
pMineR/man/PM.trainModel.Rd
pMineR/man/firstOrderMarkovModel.Rd
pMineR/man/PM.distanceFrom.Rd
pMineR/man/PM.play.Rd
pMineR/man/PM.builder.Rd
pMineR/man/LD.load.csv.Rd
pMineR/man/alphaAlgorithm.Rd
pMineR/man/PM.plot.Rd
pMineR/man/PM.loadDataset.Rd
pMineR/man/LD.getData.Rd