Package: missSOM
Version: 1.0.1
Title: Self-Organizing Maps with Built-in Missing Data Imputation
Authors@R: 
  c(person(given= "Sara",
  family = "Rejeb",
  role = c("aut", "cre"),
  email = "sara.rejeb@live.fr"),
  person(given = "Tabea",
  family = "Rebafka",
  role = "ctb"),
  person(given = "Catherine",
  family = "Duveau",
  role = "ctb"),
  person(given = "Ron",
  family = "Wehrens",
  role = "cph", 
  comment = "Author of included functions from the 'kohonen' package"),
  person(given = "Johannes",
  family = "Kruisselbrink",
  role = "cph", 
  comment = "Author of included functions from the 'kohonen' package"))
Description: The Self-Organizing Maps with Built-in Missing Data Imputation. Missing values are imputed and regularly updated during the online Kohonen algorithm. Our method can be used for data visualisation, clustering or imputation of missing data. It is an extension of the online algorithm of the 'kohonen' package. The method is described
    in the article "Self-Organizing Maps for Exploration of Partially Observed Data and Imputation of Missing Values" by S. Rejeb, C. Duveau, T. Rebafka (2022) <arXiv:2202.07963>.
License: GPL (>= 2)
Depends: R (>= 4.0.0)
Imports: Rcpp (>= 1.0.7), kpodclustr
LinkingTo: Rcpp
NeedsCompilation: yes
RoxygenNote: 7.1.2
Encoding: UTF-8
Packaged: 2022-05-04 11:12:54 UTC; rejeb
Author: Sara Rejeb [aut, cre],
  Tabea Rebafka [ctb],
  Catherine Duveau [ctb],
  Ron Wehrens [cph] (Author of included functions from the 'kohonen'
    package),
  Johannes Kruisselbrink [cph] (Author of included functions from the
    'kohonen' package)
Maintainer: Sara Rejeb <sara.rejeb@live.fr>
Repository: CRAN
Date/Publication: 2022-05-05 06:20:06 UTC
Built: R 4.6.0; aarch64-apple-darwin20; 2025-07-18 04:31:34 UTC; unix
Archs: missSOM.so.dSYM
