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SeqDetect (version 1.0.7)

Sequence and Latent Process Detector

Description

Sequence detector in this package contains a specific automaton model that can be used to learn and detect data and process sequences. Automaton model in this package is capable of learning and tracing sequences. Automaton model can be found in Krlea, Vrdoljak, Br<8d>i<87> (2019) . This research has been partly supported under Competitiveness and Cohesion Operational Programme from the European Regional and Development Fund, as part of the Integrated Anti-Fraud System project no. KK.01.2.1.01.0041. This research has also been partly supported by the European Regional Development Fund under the grant KK.01.1.1.01.0009.

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Version

Install

install.packages('SeqDetect')

Monthly Downloads

171

Version

1.0.7

License

LGPL-3

Maintainer

Dalibor Krlec5<be>a

Last Published

March 2nd, 2020

Functions in SeqDetect (1.0.7)

classify

Pre-classifying method
cleanKeys,HybridSequenceClassifier-method

Sequence Detector Method: clean keys and tokens in machines (ETTs)
bpi_challenge_2019_test1

BPI 2019 challenge test
preprocess

Pre-processing method
plotMachines,HybridSequenceClassifier-method

Sequence Detector Method: plot machines (ETTs)
sales_dataset_test

Sales time-series test
getMachineIdentifiers,HybridSequenceClassifier-method

Sequence Detector Method: retrieve machine identifiers (ETTs)
setPreprocessor,HybridSequenceClassifier-method

Sequence Detector Method: re-set the pre-processor object
setPreclassifier,HybridSequenceClassifier-method

Sequence Detector Method: re-set the pre-classifier object
deserializeFromList

Sequence Detector Method: deserialize Sequence Detector object from external list
clone,HybridSequenceClassifier-method

Sequence Detector Method: clone the Sequence Detector object
sepsis_dataset_test

Sepsis dataset test
compressMachines,HybridSequenceClassifier-method

Sequence Detector Method: compress machines (ETTs)
induceSubmachine,HybridSequenceClassifier-method

Sequence Detector Method: ETT projection
c_to_string

String list formatting function
serialize,HybridSequenceClassifier-method

Sequence Detector Method: serialize the Sequence Detector object
serializeToList,HybridSequenceClassifier-method

Sequence Detector Method: serialize and externalize Sequence Detector object
printMachines,HybridSequenceClassifier-method

Sequence Detector Method: printout machines (ETTs)
synthetic_test_agenda

Synthetic process test
setInputDefinitions,HybridSequenceClassifier-method

Sequence Detector Method: redefine all input definitions
process,HybridSequenceClassifier-method

Sequence Detector Method: processing input data streams
mergeMachines,HybridSequenceClassifier-method

Sequence Detector Method: merge machines (ETTs)
setOutputPattern,HybridSequenceClassifier-method

Sequence Detector Method: assign output symbols
HybridSequenceClassifier-class

Sequence Detector
HSC_PP

Pre-processor top-level class
HSC_PC_Binning

Binning pre-classifier
HSC_PC_None

Straight-through pre-classifier
HSC_PC_Attribute

Attribute pre-classifier
HSC_PC

Abstract pre-classifier class