ClusTorus-package {ClusTorus} | R Documentation |
Provides various tools of for clustering multivariate angular data on the torus. The package provides angular adaptations of usual clustering methods such as the k-means clustering, pairwise angular distances, which can be used as an input for distance-based clustering algorithms, and implements clustering based on the conformal prediction framework. Options for the conformal scores include scores based on a kernel density estimate, multivariate von Mises mixtures, and naive k-means clusters. Moreover, the package provides some basic data handling tools for angular data.
Maintainer: Seungki Hong skgaboja@snu.ac.kr
Authors:
Sungkyu Jung sungkyu@snu.ac.kr [copyright holder]
Other contributors:
Kiho Park [contributor]
Byungwon Kim [contributor]
Useful links:
Report bugs at https://github.com/sungkyujung/ClusTorus/issues