Package: FCPS
Type: Package
Title: Fundamental Clustering Problems Suite
Version: 1.4.3
Date: 2026-10-03
Authors@R: c(person("Michael", "Thrun", email= "m.thrun@gmx.net",role=c("aut","cre","cph"), comment = c(ORCID = "0000-0001-9542-5543")),person("Peter", "Nahrgang",role=c("ctr","ctb")),person("Felix", "Pape",role=c("ctr","ctb")),person("Vasyl","Pihur", role=c("ctb")),person("Guy","Brock", role=c("ctb")),person("Susmita","Datta", role=c("ctb")),person("Somnath","Datta", role=c("ctb")),person("Luis","Winckelmann", role=c("com")),person("Alfred", "Ultsch",role=c("dtc","ctb")),person("Quirin", "Stier",role=c("ctb","rev")))
Maintainer: Michael Thrun <m.thrun@gmx.net>
Description: Over sixty clustering algorithms are provided in this
        package with consistent input and output, which enables the
        user to try out algorithms swiftly. Additionally, 26
        statistical approaches for the estimation of the number of
        clusters as well as the mirrored density plot (MD-plot) of
        clusterability are implemented. The packages is published in
        Thrun, M.C., Stier Q.: "Fundamental Clustering Algorithms
        Suite" (2021), SoftwareX, <DOI:10.1016/j.softx.2020.100642>.
        Moreover, the fundamental clustering problems suite (FCPS)
        offers a variety of clustering challenges any algorithm should
        handle when facing real world data, see Thrun, M.C., Ultsch A.:
        "Clustering Benchmark Datasets Exploiting the Fundamental
        Clustering Problems" (2020), Data in Brief,
        <DOI:10.1016/j.dib.2020.105501>.
Imports: mclust, ggplot2, DataVisualizations, methods
Suggests: mlpack, kernlab, cclust, dbscan, kohonen, MCL, cluster,
        DatabionicSwarm, orclus, flexclust, ABCanalysis, apcluster,
        pracma,EMCluster, pdfCluster, parallelDist, plotly,
        ProjectionBasedClustering, GeneralizedUmatrix, mstknnclust,
        densityClust, parallel, energy, R.utils, tclust, Spectrum,
        genie, protoclust, fastcluster, clusterability, signal,
        reshape2, PPCI, clustrd, smacof, rgl, CEC, dendextend,
        moments,prabclus, VarSelLCM, sparcl, mixtools, HDclassif,
        clustvarsel, yardstick, knitr, rmarkdown, igraph, leiden,
        clustMixType, clusterSim,
        NetworkToolbox,ClusterR,partitionComparison, aricode, pfclust,
        ConsensusClusterPlus, clue
Depends: R (>= 3.5.0)
License: GPL-3
LazyData: TRUE
LazyLoad: yes
URL: https://www.deepbionics.org/
BugReports: https://github.com/Mthrun/FCPS/issues
Encoding: UTF-8
VignetteBuilder: knitr
SystemRequirements: Pandoc (>= 1.12.3)
NeedsCompilation: no
Config/pak/sysreqs: cmake libicu-dev
Repository: https://mthrun.r-universe.dev
Date/Publication: 2026-10-03 07:48:34 UTC
RemoteUrl: https://github.com/mthrun/fcps
RemoteRef: HEAD
RemoteSha: 718e145b61f89e5aece6b39883018004b1fdf81a
Packaged: 2026-10-03 08:47:03 UTC; root
Author: Michael Thrun [aut, cre, cph] (ORCID:
    <https://orcid.org/0000-0001-9542-5543>),
  Peter Nahrgang [ctr, ctb],
  Felix Pape [ctr, ctb],
  Vasyl Pihur [ctb],
  Guy Brock [ctb],
  Susmita Datta [ctb],
  Somnath Datta [ctb],
  Luis Winckelmann [com],
  Alfred Ultsch [dtc, ctb],
  Quirin Stier [ctb, rev]