monoClust - Perform Monothetic Clustering with Extensions to Circular Data
Implementation of the Monothetic Clustering algorithm (Chavent, 1998 <doi:10.1016/S0167-8655(98)00087-7>) on continuous data sets. A lot of extensions are included in the package, including applying Monothetic clustering on data sets with circular variables, visualizations with the results, and permutation and cross-validation based tests to support the decision on the number of clusters.
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circular-variablesclustersggplot2monotheticplotvisualization
4.18 score 1 stars 1 dependents 10 scripts 322 downloadspuls - Partitioning Using Local Subregions
A method of clustering functional data using subregion information of the curves. It is intended to supplement the 'fda' and 'fda.usc' packages in functional data object clustering. It also facilitates the printing and plotting of the results in a tree format and limits the partitioning candidates into a specific set of subregions.
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clusteringfunctional-data-analysismonothetic
3.70 score 5 scripts 268 downloads