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Implementation of the FVIBES, the Fuzzy Variable-Importance Based Eigenspace Separation algorithm as described in the paper by Ghashti, J.S., Hare, W., and J.R.J. Thompson (2025). Variable-Weighted Adjacency Constructions for Fuzzy Spectral Clustering. Submitted.
| Version: | 1.0.0 |
| Depends: | R (≥ 3.5.0) |
| Imports: | stats, Thresher, fclust, mclust, mvtnorm, np, ggplot2, viridisLite |
| Suggests: | knitr, MASS, rmarkdown, patchwork, devtools, spelling |
| Published: | 2025-10-08 |
| DOI: | 10.32614/CRAN.package.FuzzySpec |
| Author: | Jesse S. Ghashti [aut, cre], John R.J. Thompson [aut] |
| Maintainer: | Jesse S. Ghashti <jesse.ghashti at ubc.ca> |
| License: | GPL-2 |
| NeedsCompilation: | no |
| Language: | en-US |
| Citation: | FuzzySpec citation info |
| Materials: | README |
| CRAN checks: | FuzzySpec results |
| Reference manual: | FuzzySpec.html , FuzzySpec.pdf |
| Vignettes: |
Fuzzy Spectral Clustering with Variable-Weighted Adjacency Matrices (source, R code) |
| Package source: | FuzzySpec_1.0.0.tar.gz |
| Windows binaries: | r-devel: FuzzySpec_1.0.0.zip, r-release: FuzzySpec_1.0.0.zip, r-oldrel: FuzzySpec_1.0.0.zip |
| macOS binaries: | r-release (arm64): FuzzySpec_1.0.0.tgz, r-oldrel (arm64): FuzzySpec_1.0.0.tgz, r-release (x86_64): FuzzySpec_1.0.0.tgz, r-oldrel (x86_64): FuzzySpec_1.0.0.tgz |
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