Other packages > Find by keyword >

funIHC  

Functional Iterative Hierarchical Clustering
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("funIHC", "0.1.0")



Attach the package and use:
library("funIHC")
Maintained by
Catherine Higgins
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-01-09
Latest Update: 2026-01-09
Description:
Functional clustering aims to group curves exhibiting similar temporal behaviour and to obtain representative curves summarising the typical dynamics within each cluster. A key challenge in this setting is class imbalance, where some clusters contain substantially more curves than others, which can adversely affect clustering performance. While class imbalance has been extensively studied in supervised classification, it has received comparatively little attention in unsupervised clustering. This package implements functional iterative hierarchical clustering ('funIHC'), an adaptation of the iterative hierarchical clustering method originally developed for multivariate data, to the functional data setting. For further details, please see Higgins and Carey (2024) <doi:10.1007/s11634-024-00611-8>.
How to cite:
Catherine Higgins (2026). funIHC: Functional Iterative Hierarchical Clustering. R package version 0.1.0, https://cran.r-project.org/web/packages/funIHC. Accessed 09 Aug. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited funIHC R package
View funIHC citation profile
Other R packages that funIHC depends, imports, suggests or enhances
Complete documentation for funIHC
Functions, R codes and Examples using the funIHC R package
Full funIHC package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

SubTite  
Subgroup Specific Optimal Dose Assignment
Chooses subgroup specific optimal doses in a phase I dose finding clinical trial allowing for subgro ...
Download / Learn more Package Citations See dependency  
recogito  
Interactive Annotation of Text and Images
Annotate text with entities and the relations between them. Annotate areas of interest in images wit ...
Download / Learn more Package Citations See dependency  
rcites  
R Interface to the Species+ Database
A programmatic interface to the Species+ database via the Species+/CITES ...
Download / Learn more Package Citations See dependency  
survivalROC  
Time-Dependent ROC Curve Estimation from Censored Survival Data
Compute time-dependent ROC curve from censored survival data using Kaplan-Meier (KM) or Nearest Neig ...
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  

28,194

R Packages

239,283

Dependencies

74,752

Author Associations

28,084

Publication Badges

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