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Obtain overlapping clustering models for object-by-variable data matrices using the Additive Profile Clustering (ADPROCLUS) method. Also contains the low dimensional ADPROCLUS method for simultaneous dimension reduction and overlapping clustering. For reference see Depril, Van Mechelen, Mirkin (2008) <doi:10.1016/j.csda.2008.04.014> and Depril, Van Mechelen, Wilderjans (2012) <doi:10.1007/s00357-012-9112-5>.
| Version: | 2.0.0 |
| Depends: | R (≥ 3.1.0) |
| Imports: | checkmate, corrplot, ggplot2, ggrepel, gtools, igraph, matrixStats, multichull, NMFN, qgraph, readr, rlang, scales, stats, tidyr, withr |
| Suggests: | testthat (≥ 3.0.0) |
| Published: | 2024-08-17 |
| DOI: | 10.32614/CRAN.package.adproclus |
| Author: | Henry Heppe [aut, cre, cph], Julian Rossbroich [aut], Jeffrey Durieux [aut], Tom Wilderjans [aut] |
| Maintainer: | Henry Heppe <heppe.henry at gmail.com> |
| BugReports: | https://github.com/henry-heppe/adproclus/issues |
| License: | GPL (≥ 3) |
| URL: | https://github.com/henry-heppe/adproclus |
| NeedsCompilation: | no |
| Materials: | README NEWS |
| In views: | Cluster |
| CRAN checks: | adproclus results |
| Reference manual: | adproclus.pdf |
| Package source: | adproclus_2.0.0.tar.gz |
| Windows binaries: | r-devel: adproclus_2.0.0.zip, r-release: adproclus_2.0.0.zip, r-oldrel: adproclus_2.0.0.zip |
| macOS binaries: | r-release (arm64): adproclus_2.0.0.tgz, r-oldrel (arm64): adproclus_2.0.0.tgz, r-release (x86_64): adproclus_2.0.0.tgz, r-oldrel (x86_64): adproclus_2.0.0.tgz |
| Old sources: | adproclus archive |
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