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: simOutrank_0.3.0.zip, 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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