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vinhtantran
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.
Maintained by Tan Tran. Last updated 4 years ago.
circular-variablesclustersggplot2monotheticplotvisualization
26.2 match 1 stars 4.18 score 7 scripts 1 dependents
mmaechler
cluster:"Finding Groups in Data": Cluster Analysis Extended Rousseeuw et al.
Methods for Cluster analysis. Much extended the original from Peter Rousseeuw, Anja Struyf and Mia Hubert, based on Kaufman and Rousseeuw (1990) "Finding Groups in Data".
Maintained by Martin Maechler. Last updated 4 days ago.
5.5 match 3 stars 11.98 score 14k scripts 2.2k dependentsvinhtantran
puls: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.
Maintained by Tan Tran. Last updated 4 years ago.
clusteringfunctional-data-analysismonothetic
10.0 match 3.70 score 4 scripts
matthias-studer
WeightedCluster:Clustering of Weighted Data
Clusters state sequences and weighted data. It provides an optimized weighted PAM algorithm as well as functions for aggregating replicated cases, computing cluster quality measures for a range of clustering solutions and plotting (fuzzy) clusters of state sequences. Parametric bootstraps methods to validate typology of sequences are also provided. Finally, it provides a fuzzy and crisp CLARA algorithm to cluster large database with sequence analysis.
Maintained by Matthias Studer. Last updated 3 months ago.
1.9 match 5.55 score 106 scripts 4 dependents