Clustering of Categorical Data
Performs bootstrap ensemble hierarchical clustering for categorical da...
convert genetic data (nucleotides) to numerical values
Performs ensemble hierarchical clustering for high dimensional categor...
This package includes several methods that can be used to cluster cate...
Nice plots of hierarchical clustering results via ggdendrogram
Calculate the hamming distance between data points.
Run Kmodes
Generate a tanglegram from two hierarchical clusterings of a data set
An implementation of the clustering methods of categorical data discussed in Amiri, S., Clarke, B., and Clarke, J. (2015). Clustering categorical data via ensembling dissimilarity matrices. Preprint <arXiv:1506.07930>.