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Implements Affinity Propagation clustering introduced by Frey and Dueck (2007) <DOI:10.1126/science.1136800>. The algorithms are largely analogous to the 'Matlab' code published by Frey and Dueck. The package further provides leveraged affinity propagation and an algorithm for exemplar-based agglomerative clustering that can also be used to join clusters obtained from affinity propagation. Various plotting functions are available for analyzing clustering results.
Package details |
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Author | Ulrich Bodenhofer [aut, cre], Johannes Palme [ctb], Chrats Melkonian [ctb], Andreas Kothmeier [aut], Nikola Kostic [ctb] |
Maintainer | Ulrich Bodenhofer <bodenhofer@bioinf.jku.at> |
License | GPL (>= 2) |
Version | 1.4.11 |
URL | http://www.bioinf.jku.at/software/apcluster/ https://github.com/UBod/apcluster |
Package repository | View on CRAN |
Installation |
Install the latest version of this package by entering the following in R:
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