APCluster: an R package for affinity propagation clustering

Bioinformatics. 2011 Sep 1;27(17):2463-4. doi: 10.1093/bioinformatics/btr406. Epub 2011 Jul 6.

Abstract

Summary: Affinity propagation (AP) clustering has recently gained increasing popularity in bioinformatics. AP clustering has the advantage that it allows for determining typical cluster members, the so-called exemplars. We provide an R implementation of this promising new clustering technique to account for the ubiquity of R in bioinformatics. This article introduces the package and presents an application from structural biology.

Availability: The R package apcluster is available via CRAN-The Comprehensive R Archive Network: http://cran.r-project.org/web/packages/apcluster

Contact: apcluster@bioinf.jku.at; bodenhofer@bioinf.jku.at.

MeSH terms

  • Algorithms
  • Amino Acid Motifs
  • Cluster Analysis*
  • Computational Biology / methods
  • Sequence Analysis, Protein
  • Software*