Package: SeqDetect 1.0.7

Dalibor Krleža

SeqDetect: Sequence and Latent Process Detector

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 Krleža, Vrdoljak, Brčić (2019) <doi:10.1109/ACCESS.2019.2955245>. 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.

Authors:Dalibor Krleža

SeqDetect_1.0.7.tar.gz
SeqDetect_1.0.7.tar.gz(r-4.5-noble)SeqDetect_1.0.7.tar.gz(r-4.4-noble)
SeqDetect_1.0.7.tgz(r-4.4-emscripten)SeqDetect_1.0.7.tgz(r-4.3-emscripten)
SeqDetect.pdf |SeqDetect.html✨
SeqDetect/json (API)

# Install 'SeqDetect' in R:
install.packages('SeqDetect', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Uses libs:
  • c++– GNU Standard C++ Library v3

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

2.00 score 2 scripts 143 downloads 14 exports 22 dependencies

Last updated 5 years agofrom:9bc9397105. Checks:OK: 1 NOTE: 1. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 20 2024
R-4.5-linux-x86_64NOTENov 20 2024

Exports:bpi_challenge_2019_test1c_to_stringclassifydeserializeFromListHSC_PCHSC_PC_AttributeHSC_PC_BinningHSC_PC_NoneHSC_PPHybridSequenceClassifierpreprocesssales_dataset_testsepsis_dataset_testsynthetic_test_agenda

Dependencies:clicpp11dplyreventdataRfansigenericsglueigraphlatticelifecyclemagrittrMatrixpillarpkgconfigR6Rcpprlangtibbletidyselectutf8vctrswithr

Sequential Detector

Rendered fromSequentialDetector.Rnwusingutils::Sweaveon Nov 20 2024.

Last update: 2020-03-02
Started: 2020-02-20

Readme and manuals

Help Manual

Help pageTopics
BPI 2019 challenge testbpi_challenge_2019_test1
String list formatting functionc_to_string
Pre-classifying methodclassify
Sequence Detector Method: clean keys and tokens in machines (ETTs)cleanKeys,HybridSequenceClassifier-method
Sequence Detector Method: clone the Sequence Detector objectclone,HybridSequenceClassifier-method
Sequence Detector Method: compress machines (ETTs)compressMachines,HybridSequenceClassifier-method
Sequence Detector Method: deserialize Sequence Detector object from external listdeserializeFromList
Sequence Detector Method: retrieve machine identifiers (ETTs)getMachineIdentifiers,HybridSequenceClassifier-method
Abstract pre-classifier classHSC_PC
Attribute pre-classifierHSC_PC_Attribute
Binning pre-classifierHSC_PC_Binning
Straight-through pre-classifierHSC_PC_None
Pre-processor top-level classHSC_PP
Sequence DetectorHybridSequenceClassifier HybridSequenceClassifier-class
Sequence Detector Method: ETT projectioninduceSubmachine,HybridSequenceClassifier-method
Sequence Detector Method: merge machines (ETTs)mergeMachines,HybridSequenceClassifier-method
Sequence Detector Method: plot machines (ETTs)plotMachines,HybridSequenceClassifier-method
Pre-processing methodpreprocess
Sequence Detector Method: printout machines (ETTs)printMachines,HybridSequenceClassifier-method
Sequence Detector Method: processing input data streamsprocess,HybridSequenceClassifier-method
Sales time-series testsales_dataset_test
Sepsis dataset testsepsis_dataset_test
Sequence Detector Method: serialize the Sequence Detector objectserialize,HybridSequenceClassifier-method
Sequence Detector Method: serialize and externalize Sequence Detector objectserializeToList,HybridSequenceClassifier-method
Sequence Detector Method: redefine all input definitionssetInputDefinitions,HybridSequenceClassifier-method
Sequence Detector Method: assign output symbolssetOutputPattern,HybridSequenceClassifier-method
Sequence Detector Method: re-set the pre-classifier objectsetPreclassifier,HybridSequenceClassifier-method
Sequence Detector Method: re-set the pre-processor objectsetPreprocessor,HybridSequenceClassifier-method
Synthetic process testsynthetic_test_agenda