Other packages > Find by keyword >

clusterWebApp  

Universal Clustering Analysis Platform
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("clusterWebApp", "0.1.3")



Attach the package and use:
library("clusterWebApp")
Maintained by
Yijin Zhou
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-07-14
Latest Update: 2025-07-14
Description:
An interactive platform for clustering analysis and teaching based on the 'shiny' web application framework. Supports multiple popular clustering algorithms including k-means, hierarchical clustering, DBSCAN (Density-Based Spatial Clustering of Applications with Noise), PAM (Partitioning Around Medoids), GMM (Gaussian Mixture Model), and spectral clustering. Users can upload datasets or use built-in ones, visualize clustering results using dimensionality reduction methods such as Principal Component Analysis (PCA) and t-distributed Stochastic Neighbor Embedding (t-SNE), evaluate clustering quality via silhouette plots, and explore method-specific visualizations and guides. For details on implemented methods, see: Reynolds (2009, ISBN:9781598296975) for GMM; Luxburg (2007) <doi:10.1007/s11222-007-9033-z> for spectral clustering.
How to cite:
Yijin Zhou (2025). clusterWebApp: Universal Clustering Analysis Platform. R package version 0.1.3, https://cran.r-project.org/web/packages/clusterWebApp. Accessed 16 Jul. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited clusterWebApp R package
View clusterWebApp citation profile
Other R packages that clusterWebApp depends, imports, suggests or enhances
Complete documentation for clusterWebApp
Functions, R codes and Examples using the clusterWebApp R package
Full clusterWebApp package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

tarchetypes  
Archetypes for Targets
Function-oriented Make-like declarative pipelines for Statistics and data science are supported in t ...
Download / Learn more Package Citations See dependency  
wordnet  
WordNet Interface
An interface to WordNet using the Jawbone Java API to WordNet. WordNet (< ...
Download / Learn more Package Citations See dependency  
schoolmath  
Functions and Datasets for Math Used in School
Contains functions and datasets for math taught in school. A main focus is set to prime-calculation. ...
Download / Learn more Package Citations See dependency  
stevedata  
Steve's Toy Data for Teaching About a Variety of Methodological, Social, and Political Topics
This is a collection of various kinds of data with broad uses for teaching. My students, and academ ...
Download / Learn more Package Citations See dependency  
tibble  
Simple Data Frames
Provides a 'tbl_df' class (the 'tibble') with stricter checking and better formatting than the tradi ...
Download / Learn more Package Citations See dependency  
Rnmr1D  
Perform the Complete Processing of a Set of Proton Nuclear Magnetic Resonance Spectra
Perform the complete processing of a set of proton nuclear magnetic resonance spectra from the free ...
Download / Learn more Package Citations See dependency  

27,806

R Packages

239,283

Dependencies

73,837

Author Associations

27,807

Publication Badges

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