Package: Umatrix
Type: Package
Title: Visualization of Structures in High-Dimensional Data
Version: 4.0.2
Date: 2025-05-28
Authors@R: c(person(given = "Florian", family = "Lerch", role = "aut"),
               person(given = "Michael", family = "Thrun", role = "aut"),
               person(given = "Felix", family = "Pape", role = "ctb"),
               person(given = "Jorn", family = "Lotsch", role = c("aut", "cre"), email = "j.lotsch@em.uni-frankfurt.de"),
               person(given = "Raphael", family = "Paebst", role = "ctb"),
               person(given = "Alfred", family = "Ultsch", role = "aut"))
Description: By gaining the property of emergence through
        self-organization, the enhancement of SOMs(self organizing
        maps) is called Emergent SOM (ESOM). The result of the
        projection by ESOM is a grid of neurons which can be visualised
        as a three dimensional landscape in form of the Umatrix.
        Further details can be found in the referenced publications
        (see url). This package offers tools for calculating and
        visualising the ESOM as well as Umatrix, Pmatrix and
        UStarMatrix. All the functionality is also available through
        graphical user interfaces implemented in 'shiny'. Based on the
        recognized data structures, the method can be used to generate
        new data.
Imports: Rcpp, ggplot2, shiny, shinyjs, reshape2, fields, plyr, png,
        tools, grid, abind, deldir, geometry, pdist, AdaptGauss,
        DataVisualizations, ggrepel
Suggests: rgl
LinkingTo: Rcpp
Depends: R (>= 3.5.0)
License: GPL-3
URL: http://wscg.zcu.cz/wscg2016/short/A43-full.pdf
NeedsCompilation: yes
Packaged: 2026-06-23 20:15:21 UTC; root
Author: Florian Lerch [aut], Michael Thrun [aut], Felix Pape [ctb],
        Jorn Lotsch [aut, cre], Raphael Paebst [ctb], Alfred Ultsch
        [aut]
Maintainer: Jorn Lotsch <j.lotsch@em.uni-frankfurt.de>
Repository: https://cran.r-universe.dev
Date/Publication: 2025-05-28 12:40:02 UTC
RemoteUrl: https://github.com/cran/Umatrix
RemoteRef: HEAD
RemoteSha: 7e75cb55dabaea0884dcfda3e67a04777d38aa3a