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 06 Jun. 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

sSDR  
Tools Developed for Structured Sufficient Dimension Reduction (sSDR)
Performs structured OLS (sOLS) and structured SIR (sSIR). ...
Download / Learn more Package Citations See dependency  
selectapref  
Analysis of Field and Laboratory Foraging
Provides indices such as Manly's alpha, foraging ratio, and Ivlev's selectivity to allow for analysi ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
geoR  
Analysis of Geostatistical Data
Geostatistical analysis including variogram-based, likelihood-based and Bayesian methods. Software c ...
Download / Learn more Package Citations See dependency  
datawizard  
Easy Data Wrangling and Statistical Transformations
A lightweight package to assist in key steps involved in any data analysis workflow: (1) wrangling ...
Download / Learn more Package Citations See dependency  
AcrossTic  
A Cost-Minimal Regular Spanning Subgraph with TreeClust
Construct minimum-cost regular spanning subgraph as part of a non-parametric two-sample test for eq ...
Download / Learn more Package Citations See dependency  

27,372

R Packages

233,548

Dependencies

72,820

Author Associations

27,205

Publication Badges

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