Package: FADPclust
Type: Package
Title: Functional Data Clustering Using Adaptive Density Peak Detection
Version: 0.1.0
Author: Rui Ren <xmurr@stu.xmu.edu.cn>
Maintainer: Rui Ren <xmurr@stu.xmu.edu.cn>
Description: 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) <doi:10.1126/science.1242072>; Xiao-Feng Wang and Yifan Xu (2016) <doi:10.1177/0962280215609948>).
License: GPL (>= 2)
Depends: R (>= 3.5.0)
Imports: MFPCA, cluster, fda, fda.usc, funData, stats, graphics
Encoding: UTF-8
LazyData: true
RoxygenNote: 6.1.1
NeedsCompilation: no
Packaged: 2021-10-07 19:39:16 UTC; renrui
Repository: CRAN
Date/Publication: 2021-10-08 07:10:09 UTC
Built: R 4.0.2; ; 2021-10-09 11:45:27 UTC; unix
