simOutrank: Outranking-Based Trace Clustering

Implements outranking-based trace clustering for process mining. Pairwise similarity between traces is assessed on multiple, problem-specific criteria using ELECTRE-III-style partial concordance and discordance indices with indifference, similarity and veto thresholds. The aggregated credibility matrix is then clustered using normalized spectral clustering or hierarchical clustering. Also includes outlier trimming, must-link/cannot-link adjustments, validation indices and diagnostic plots.

Version:	0.3.0
Depends:	R (≥ 3.5)
Imports:	graphics, lpSolve, stats, stringdist
Suggests:	bupaR, clValid, knitr, rmarkdown, testthat (≥ 3.0.0)
Published:	2026-07-19
DOI:	10.32614/CRAN.package.simOutrank
Author:	Pavlos Delias [aut, cre]
Maintainer:	Pavlos Delias <pavlos.delias at gmail.com>
BugReports:	https://github.com/pdelias/simOutrank/issues
License:	GPL-3
URL:	https://github.com/pdelias/simOutrank, https://pdelias.github.io/simOutrank/
NeedsCompilation:	no
Language:	en-GB
Citation:	simOutrank citation info
Materials:	README, NEWS
CRAN checks:	simOutrank results

Documentation:

Reference manual:	simOutrank.html , simOutrank.pdf
Vignettes:	Getting started with simOutrank (source, R code) Parameter tuning and sensitivity (source, R code) Reproducing the illustrative example (source, R code) Robustness: constraints and trimming (source, R code)

Downloads:

Package source:	simOutrank_0.3.0.tar.gz
Windows binaries:	r-devel: not available, r-release: simOutrank_0.3.0.zip, r-oldrel: simOutrank_0.3.0.zip
macOS binaries:	r-release (arm64): simOutrank_0.3.0.tgz, r-oldrel (arm64): simOutrank_0.3.0.tgz, r-release (x86_64): simOutrank_0.3.0.tgz, r-oldrel (x86_64): simOutrank_0.3.0.tgz

Linking:

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