<?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>Adjacency-Constrained Clustering of a Block-Diagonal Similarity
Matrix</dc:title>
  <dc:title>R package adjclust version 0.6.11</dc:title>
  <dc:subject>CRAN Task View: Omics (https://CRAN.R-project.org/view=Omics)</dc:subject>
  <dc:description>Implements a constrained version of hierarchical agglomerative 
    clustering, in which each observation is associated to a position, and only 
    adjacent clusters can be merged. Typical application fields in 
    bioinformatics include Genome-Wide Association Studies or Hi-C data 
    analysis, where the similarity between items is a decreasing function of 
    their genomic distance. Taking advantage of this feature, the implemented 
    algorithm is time and memory efficient. This algorithm is described in 
    Ambroise et al (2019) &lt;doi:10.1186/s13015-019-0157-4&gt;.</dc:description>
  <dc:type>Software</dc:type>
  <dc:relation>Depends: R (&gt;= 4.0.0)</dc:relation>
  <dc:relation>Imports: stats, graphics, grDevices, Rcpp (&gt;= 1.0.6), Matrix,
sparseMatrixStats, methods, utils, capushe, ggplot2,
dendextend, rlang</dc:relation>
  <dc:relation>LinkingTo: Rcpp, RcppArmadillo</dc:relation>
  <dc:relation>Suggests: knitr, testthat, rmarkdown, rioja, HiTC, snpStats,
BiocGenerics</dc:relation>
  <dc:creator>Pierre Neuvial &lt;pierre.neuvial@math.univ-toulouse.fr&gt;</dc:creator>
  <dc:publisher>Comprehensive R Archive Network (CRAN)</dc:publisher>
  <dc:contributor>Christophe Ambroise [aut],
  Shubham Chaturvedi [aut],
  Alia Dehman [aut],
  Pierre Neuvial [aut, cre] (ORCID:
    &lt;https://orcid.org/0000-0003-3584-9998&gt;),
  Guillem Rigaill [aut],
  Nathalie Vialaneix [aut] (ORCID:
    &lt;https://orcid.org/0000-0003-1156-0639&gt;),
  Gabriel Hoffman [aut]</dc:contributor>
  <dc:rights>GPL-3</dc:rights>
  <dc:date>2025-11-20</dc:date>
  <dc:format>application/tgz</dc:format>
  <dc:identifier>https://CRAN.R-project.org/package=adjclust</dc:identifier>
  <dc:identifier>doi:10.32614/CRAN.package.adjclust</dc:identifier>
  <dc:language>en-US</dc:language>
</oai_dc:dc>
