Package: clusterWebApp
Title: Universal Clustering Analysis Platform
Version: 0.1.3
Authors@R: 
    person("Yijin", "Zhou", email = "yijin_zhou1116@163.com", role = c("aut", "cre"))
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.
License: MIT + file LICENSE
Encoding: UTF-8
Imports: shiny, shinythemes, shinycssloaders, cluster, factoextra,
        datasets, ggplot2, dbscan, mclust, kernlab, Rtsne, DT, dplyr,
        tidyr, mlbench, magrittr
RoxygenNote: 7.3.2
NeedsCompilation: no
Packaged: 2025-07-09 11:49:37 UTC; 86136
Author: Yijin Zhou [aut, cre]
Maintainer: Yijin Zhou <yijin_zhou1116@163.com>
Repository: CRAN
Date/Publication: 2025-07-14 16:50:02 UTC
Built: R 4.5.2; ; 2026-02-13 05:39:45 UTC; windows
