Fuzzy Spectral Clustering with Variable-Weighted Adjacency Matrices

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.


You can install the development version of the FuzzySpec package from GitHub with:

INSTALLATION

library(devtools)

install_github("ghashti-j/FuzzySpec")

library(FuzzySpec)

Reference manual

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install.packages("FuzzySpec")

1.0.0 by Jesse S. Ghashti, a year ago


Browse source code at https://github.com/cran/FuzzySpec


Authors: Jesse S. Ghashti [aut, cre] , John R.J. Thompson [aut]


Documentation:   PDF Manual  


GPL-2 license


Imports stats, Thresher, fclust, mclust, mvtnorm, np, ggplot2, viridisLite

Suggests knitr, MASS, rmarkdown, patchwork, devtools, spelling


See at CRAN