Modalclust: Hierarchical Modal Clustering
Performs Modal Clustering (MAC) including Hierarchical
Modal Clustering (HMAC) along with their parallel
implementation (PHMAC) over several processors. These
model-based non-parametric clustering techniques can extract
clusters in very high dimensions with arbitrary density shapes.
By default clustering is performed over several resolutions and
the results are summarised as a hierarchical tree. Associated
plot functions are also provided. There is a package vignette
that provides many examples.
||R (≥ 2.14.0), mvtnorm, zoo, class|
||Surajit Ray and Yansong Cheng|
||Surajit Ray <sray at math.bu.edu>|