Package: symbolicDA
Title: Analysis of Symbolic Data
Version: 0.7-3
Date: 2026-01-20
Authors@R: c(person(given = "Andrzej",
                        family = "Dudek",
                        role = c("aut", "cre"),
                        email = "andrzej.dudek@ue.wroc.pl"),
                 person(given = "Marcin",
                        family = "Pelka",
                        role = "aut",
                        email = "marcin.pelka@ue.wroc.pl"),
                 person(given = "Justyna",
                        family = "Wilk",
                        role = "aut",
                        comment = "to 2017-09-20"),
                 person(given = "Marek",
                        family = "Walesiak",
                        role = "aut",
                        email = "Marek.Walesiak@ue.wroc.pl",
                        comment = "from 2018-02-01"))
Depends: R(>= 3.6.0), clusterSim,XML
Imports: shapes, e1071, ade4, cluster, RSDA
Description: Symbolic data analysis methods: importing/exporting data
        from ASSO XML Files, distance calculation for symbolic data
        (Ichino-Yaguchi, de Carvalho measure), zoom star plot, 3d
        interval plot, multidimensional scaling for symbolic interval
        data, dynamic clustering based on distance matrix, HINoV method
        for symbolic data, Ichino's feature selection method, principal
        component analysis for symbolic interval data, decision trees
        for symbolic data based on optimal split with bagging, boosting
        and random forest approach (+visualization), kernel
        discriminant analysis for symbolic data, Kohonen's
        self-organizing maps for symbolic data, replication and
        profiling, artificial symbolic data generation. (Milligan,
        G.W., Cooper, M.C. (1985) <doi:10.1007/BF02294245>, Breiman, L.
        (1996), <doi:10.1007/BF00058655>, Hubert, L., Arabie, P.
        (1985), <doi:10.1007%2FBF01908075>, Ichino, M., & Yaguchi, H.
        (1994), <doi:10.1109/21.286391>, Rand, W.M. (1971)
        <doi:10.1080/01621459.1971.10482356>, Breckenridge, J.N. (2000)
        <doi:10.1207/S15327906MBR3502_5>, Groenen, P.J.F, Winsberg, S.,
        Rodriguez, O., Diday, E. (2006)
        <doi:10.1016/j.csda.2006.04.003>, Dudek, A. (2007),
        <doi:10.1007/978-3-540-70981-7_4>).
License: GPL (>= 2)
Encoding: UTF-8
NeedsCompilation: no
Packaged: 2026-06-18 08:12:24 UTC; root
Author: Andrzej Dudek [aut, cre], Marcin Pelka [aut], Justyna Wilk
        [aut] (to 2017-09-20), Marek Walesiak [aut] (from 2018-02-01)
Maintainer: Andrzej Dudek <andrzej.dudek@ue.wroc.pl>
Config/pak/sysreqs: cmake libfreetype6-dev libglpk-dev libglu1-mesa-dev
        make texlive libicu-dev libpng-dev libuv1-dev libxml2-dev
        libgl1-mesa-dev libssl-dev python3 libnode-dev zlib1g-dev
Repository: https://a-dudek-ue.r-universe.dev
Date/Publication: 2026-01-19 15:10:02 UTC
RemoteUrl: https://github.com/cran/symbolicDA
RemoteRef: HEAD
RemoteSha: 9a84405b0d0d192c2517761b7bba07bb51af0320