Other packages > Find by keyword >

briKmeans  

Package for Brik, Fabrik and Fdebrik Algorithms to Initialise Kmeans
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("briKmeans", "1.0")



Attach the package and use:
library("briKmeans")
Maintained by
Aurora Torrente
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-02-15
Latest Update: 2022-07-21
Description:
Implementation of the BRIk, FABRIk and FDEBRIk algorithms to initialise k-means. These methods are intended for the clustering of multivariate and functional data, respectively. They make use of the Modified Band Depth and bootstrap to identify appropriate initial seeds for k-means, which are proven to be better options than many techniques in the literature. Torrente and Romo (2021) It makes use of the functions kma and kma.similarity, from the archived package fdakma, by Alice Parodi et al.
How to cite:
Aurora Torrente (2021). briKmeans: Package for Brik, Fabrik and Fdebrik Algorithms to Initialise Kmeans. R package version 1.0, https://cran.r-project.org/web/packages/briKmeans. Accessed 13 Mar. 2026.
Previous versions and publish date:
0.1 (2021-02-15 10:40)
Other packages that cited briKmeans R package
View briKmeans citation profile
Other R packages that briKmeans depends, imports, suggests or enhances
Complete documentation for briKmeans
Functions, R codes and Examples using the briKmeans R package
Some associated functions: brik . elbowRule . fabrik . fdebrik . kma . kma.similarity . plotKmeansClustering . 
Some associated R codes: brik.R . elbowRule.R . fabrik.R . fdebrik.R . kma.R . kma.similarity.R . plotKmeansClustering.R .  Full briKmeans package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

Rlabkey  
Data Exchange Between R and 'LabKey' Server
The 'LabKey' client library for R makes it easy for R users to load live data from a 'LabKey' Serve ...
Download / Learn more Package Citations See dependency  
vacuum  
Tukey's Vacuum Cleaner
An implementation of three procedures developed by John Tukey: FUNOP (FUll NOrmal Plot), FUNOR-FUNO ...
Download / Learn more Package Citations See dependency  
gtop  
Game-Theoretically OPtimal (GTOP) Reconciliation Method
In hierarchical time series (HTS) forecasting, the hierarchical relation between multiple time serie ...
Download / Learn more Package Citations See dependency  
beezdemand  
Behavioral Economic Easy Demand
Facilitates many of the analyses performed in studies of behavioral economic demand. The package su ...
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  
pedsuite  
Easy Installation of the 'pedsuite' Packages for Pedigree Analysis
The 'ped suite' is a collection of packages for pedigree analysis, covering applications in forensi ...
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