<?xml version="1.0" encoding="UTF-8"?>
<oai_dc:dc xmlns:oai_dc="http://www.openarchives.org/OAI/2.0/oai_dc/" xmlns:dc="http://purl.org/dc/elements/1.1/" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://www.openarchives.org/OAI/2.0/oai_dc/ http://www.openarchives.org/OAI/2.0/oai_dc.xsd">
  <dc:title>Simultaneous Clustering and (or) Dimensionality Reduction</dc:title>
  <dc:title>R package drclust version 0.1.1</dc:title>
  <dc:description>Methods for simultaneous clustering and dimensionality reduction such as: Double k-means, Reduced k-means, Factorial k-means, Clustering with Disjoint PCA but also methods for exclusively dimensionality reduction: Disjoint PCA, Disjoint FA. The statistical methods implemented refer to the following articles: de Soete G., Carroll J. (1994) "K-means clustering in a low-dimensional Euclidean space" &lt;doi:10.1007/978-3-642-51175-2_24&gt; ; Vichi M. (2001) "Double k-means Clustering for Simultaneous Classification of Objects and Variables" &lt;doi:10.1007/978-3-642-59471-7_6&gt; ; Vichi M., Kiers H.A.L. (2001) "Factorial k-means analysis for two-way data" &lt;doi:10.1016/S0167-9473(00)00064-5&gt; ; Vichi M., Saporta G. (2009) "Clustering and disjoint principal component analysis" &lt;doi:10.1016/j.csda.2008.05.028&gt; ; Vichi M. (2017) "Disjoint factor analysis with cross-loadings" &lt;doi:10.1007/s11634-016-0263-9&gt;.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Imports: Rcpp, RcppArmadillo, fpc, cluster, factoextra, pheatmap</dc:relation>
  <dc:relation>LinkingTo: Rcpp, RcppArmadillo</dc:relation>
  <dc:creator>Ionel Prunila &lt;ionel.prunila@uniroma1.it&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Ionel Prunila [aut, cre],
  Maurizio Vichi [aut]</dc:contributor>
  <dc:rights>GPL (&gt;= 3)</dc:rights>
  <dc:date>2025-10-03</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=drclust</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.drclust</dc:identifier>
</oai_dc:dc>
