<?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>Prediction and Clustering on the Torus by Conformal Prediction</dc:title>
  <dc:title>R package ClusTorus version 0.2.2</dc:title>
  <dc:description>Provides various tools of for clustering multivariate angular 
  data on the torus. The package provides angular 
  adaptations of usual clustering methods such as the k-means 
  clustering, pairwise angular distances, which can be used as an 
  input for distance-based clustering algorithms, and implements
  clustering based on the conformal prediction framework. Options 
  for the conformal scores include scores based on a kernel density 
  estimate, multivariate von Mises mixtures, and naive k-means clusters. 
  Moreover, the package provides some basic data handling tools for 
  angular data.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 3.6.0)</dc:relation>
  <dc:relation>Imports: BAMBI, igraph, purrr, ggplot2, rlang, stats, utils, cowplot</dc:relation>
  <dc:relation>Suggests: knitr, rmarkdown, tidyverse</dc:relation>
  <dc:creator>Seungki Hong &lt;skgaboja@snu.ac.kr&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Sungkyu Jung [aut, cph],
  Seungki Hong [aut, cre],
  Kiho Park [ctb],
  Byungwon Kim [ctb]</dc:contributor>
  <dc:rights>GPL-3</dc:rights>
  <dc:date>2022-01-04</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=ClusTorus</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.ClusTorus</dc:identifier>
</oai_dc:dc>
