Other packages > Find by keyword >

fdacluster  

Joint Clustering and Alignment of Functional Data
View on CRAN: Click here


Download and install fdacluster package within the R console
Install from CRAN:
install.packages("fdacluster")

Install from Github:
library("remotes")
install_github("cran/fdacluster")

Install by package version:
library("remotes")
install_version("fdacluster", "0.4.2")



Attach the package and use:
library("fdacluster")
Maintained by
Aymeric Stamm
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-02-01
Latest Update: 2025-01-14
Description:
Implementations of the k-means, hierarchical agglomerative and DBSCAN clustering methods for functional data which allows for jointly aligning and clustering curves. It supports functional data defined on one-dimensional domains but possibly evaluating in multivariate codomains. It supports functional data defined in arrays but also via the 'fd' and 'funData' classes for functional data defined in the 'fda' and 'funData' packages respectively. It currently supports shift, dilation and affine warping functions for functional data defined on the real line and uses the SRSF framework to handle boundary-preserving warping for functional data defined on a specific interval. Main reference for the k-means algorithm: Sangalli L.M., Secchi P., Vantini S., Vitelli V. (2010) "k-mean alignment for curve clustering" . Main reference for the SRSF framework: Tucker, J. D., Wu, W., & Srivastava, A. (2013) "Generative models for functional data using phase and amplitude separation" .
How to cite:
Aymeric Stamm (2022). fdacluster: Joint Clustering and Alignment of Functional Data. R package version 0.4.2, https://cran.r-project.org/web/packages/fdacluster. Accessed 09 Mar. 2026.
Previous versions and publish date:
0.1.0 (2022-02-01 20:00), 0.1.1 (2022-05-09 14:10), 0.2.0 (2023-05-18 11:50), 0.2.1 (2023-05-19 16:00), 0.2.2 (2023-05-25 12:20), 0.3.0 (2023-07-04 17:53), 0.4.0 (2025-01-12 19:00), 0.4.1 (2025-01-14 17:50)
Other packages that cited fdacluster R package
View fdacluster citation profile
Other R packages that fdacluster depends, imports, suggests or enhances
Complete documentation for fdacluster
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

pooling  
Fit Poolwise Regression Models
Functions for calculating power and fitting regression models in studies where a biomarker is measur ...
Download / Learn more Package Citations See dependency  
ggblanket  
Simplify 'ggplot2' Visualisation
Simplify 'ggplot2' visualisation with 'ggblanket' wrapper functions. ...
Download / Learn more Package Citations See dependency  
Rgb  
The R Genome Browser
Classes and methods to efficiently handle (slice, annotate, draw ...) genomic features (such as gene ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
rzentra  
Client for the 'ZENTRA Cloud' API
Provides functionality to read settings, statuses and readings of weather stations from the 'ZENTRA ...
Download / Learn more Package Citations See dependency  

26,293

R Packages

225,784

Dependencies

70,376

Author Associations

26,294

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA