Package: simOutrank Title: Outranking-Based Trace Clustering Version: 0.3.0 Authors@R: person("Pavlos", "Delias", , "pavlos.delias@gmail.com", role = c("aut", "cre"), comment = c(ORCID = "0000-0002-3722-2307")) Description: 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. License: GPL-3 Encoding: UTF-8 Language: en-GB Roxygen: list(markdown = TRUE) RoxygenNote: 8.0.0 Imports: graphics, lpSolve, stats, stringdist Suggests: bupaR, clValid, knitr, rmarkdown, testthat (>= 3.0.0) Config/testthat/edition: 3 Depends: R (>= 3.5) LazyData: true VignetteBuilder: knitr URL: https://github.com/pdelias/simOutrank, https://pdelias.github.io/simOutrank/ BugReports: https://github.com/pdelias/simOutrank/issues Repository: https://pdelias.r-universe.dev Date/Publication: 2026-07-10 13:45:39 UTC RemoteUrl: https://github.com/pdelias/simoutrank RemoteRef: HEAD RemoteSha: db969a2cfe09733421adbfcc34e485a72a0e0047 NeedsCompilation: no Packaged: 2026-07-20 07:27:07 UTC; root Author: Pavlos Delias [aut, cre] (ORCID: ) Maintainer: Pavlos Delias