FADPclust

Functional Data Clustering Using Adaptive Density Peak Detection

CRAN Package

An implementation of a clustering algorithm for functional data based on adaptive density peak detection technique, in which the density is estimated by functional k-nearest neighbor density estimation based on a proposed semi-metric between functions. The proposed functional data clustering algorithm is computationally fast since it does not need iterative process. (Alex Rodriguez and Alessandro Laio (2014) ; Xiao-Feng Wang and Yifan Xu (2016) ).


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  • Depends1 package
  • Imports8 packages