Package: niarules Type: Package Title: Numerical Association Rule Mining using Population-Based Nature-Inspired Algorithms Version: 0.3.1 Authors@R: c( person("Iztok Jr.", "Fister", role = c("aut", "cre", "cph"), email = "iztok@iztok.space", comment = c(ORCID = "0000-0002-6418-1272")), person("Gerlinde", "Emsenhuber", role = c("aut"), comment = c(ORCID = "0000-0001-7776-586X")), person("Jan Hendrik", "Plümer", role = c("aut"), comment = c(ORCID = "0009-0000-3722-1702"))) Classification/ACM: G.4, H.2.8 Description: Framework is devoted to mining numerical association rules through the utilization of nature-inspired algorithms for optimization. Drawing inspiration from the 'NiaARM' 'Python' and the 'NiaARM' 'Julia' packages, this repository introduces the capability to perform numerical association rule mining in the R programming language. Fister Jr., Iglesias, Galvez, Del Ser, Osaba and Fister (2018) . URL: https://github.com/firefly-cpp/niarules BugReports: https://github.com/firefly-cpp/niarules/issues Depends: R (>= 4.0.0) License: MIT + file LICENSE Encoding: UTF-8 RoxygenNote: 7.3.2 Imports: stats, utils, Rcpp, dplyr, rlang, rgl Suggests: testthat, withr LinkingTo: Rcpp Config/pak/sysreqs: cmake libfreetype6-dev libglu1-mesa-dev make texlive libpng-dev libuv1-dev libgl1-mesa-dev zlib1g-dev Repository: https://firefly-cpp.r-universe.dev Date/Publication: 2026-01-02 22:03:41 UTC RemoteUrl: https://github.com/firefly-cpp/niarules RemoteRef: HEAD RemoteSha: 115674bc3ba61e7c75e63526ca6739a4cb43ba24 NeedsCompilation: yes Packaged: 2026-10-10 13:38:46 UTC; root Author: Iztok Jr. Fister [aut, cre, cph] (ORCID: ), Gerlinde Emsenhuber [aut] (ORCID: ), Jan Hendrik Plümer [aut] (ORCID: ) Maintainer: Iztok Jr. Fister