Package: dbscan
Title: Density-Based Spatial Clustering of Applications with Noise
        (DBSCAN) and Related Algorithms
Version: 1.2.3
Date: 2025-08-20
Authors@R: c(
    person("Michael", "Hahsler", email = "mhahsler@lyle.smu.edu", 
           role = c("aut", "cre", "cph"),
           comment = c(ORCID = "0000-0003-2716-1405")),
    person("Matthew", "Piekenbrock", role = c("aut", "cph")),
    person("Sunil", "Arya", role = c("ctb", "cph")),
    person("David", "Mount", role = c("ctb", "cph")),
    person("Claudia", "Malzer", role = "ctb")
  )
Description: A fast reimplementation of several density-based algorithms
    of the DBSCAN family. Includes the clustering algorithms DBSCAN
    (density-based spatial clustering of applications with noise) and
    HDBSCAN (hierarchical DBSCAN), the ordering algorithm OPTICS (ordering
    points to identify the clustering structure), shared nearest neighbor
    clustering, and the outlier detection algorithms LOF (local outlier
    factor) and GLOSH (global-local outlier score from hierarchies). The
    implementations use the kd-tree data structure (from library ANN) for
    faster k-nearest neighbor search. An R interface to fast kNN and
    fixed-radius NN search is also provided.  Hahsler, Piekenbrock and
    Doran (2019) <doi:10.18637/jss.v091.i01>.
License: GPL (>= 2)
URL: https://github.com/mhahsler/dbscan
BugReports: https://github.com/mhahsler/dbscan/issues
Depends: R (>= 3.2.0)
Imports: generics, graphics, Rcpp (>= 1.0.0), stats
Suggests: dendextend, fpc, igraph, knitr, microbenchmark, rmarkdown,
        testthat (>= 3.0.0), tibble
LinkingTo: Rcpp
VignetteBuilder: knitr
Config/testthat/edition: 3
Copyright: ANN library is copyright by University of Maryland, Sunil
        Arya and David Mount. All other code is copyright by Michael
        Hahsler and Matthew Piekenbrock.
Encoding: UTF-8
RoxygenNote: 7.3.2
NeedsCompilation: yes
Packaged: 2025-08-20 15:51:32 UTC; mhahsler
Author: Michael Hahsler [aut, cre, cph] (ORCID:
    <https://orcid.org/0000-0003-2716-1405>),
  Matthew Piekenbrock [aut, cph],
  Sunil Arya [ctb, cph],
  David Mount [ctb, cph],
  Claudia Malzer [ctb]
Maintainer: Michael Hahsler <mhahsler@lyle.smu.edu>
Repository: CRAN
Date/Publication: 2025-08-20 18:10:09 UTC
Built: R 4.6.0; x86_64-w64-mingw32; 2025-12-07 02:05:46 UTC; windows
Archs: x64
