# -------------------------------------------- # CITATION file created with {cffr} R package # See also: https://docs.ropensci.org/cffr/ # -------------------------------------------- cff-version: 1.2.0 message: 'To cite package "dbscan" in publications use:' type: software license: GPL-2.0-or-later title: 'dbscan: Density-Based Spatial Clustering of Applications with Noise (DBSCAN) and Related Algorithms' version: 1.2-0 identifiers: - type: doi value: 10.32614/CRAN.package.dbscan abstract: 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) . authors: - family-names: Hahsler given-names: Michael email: mhahsler@lyle.smu.edu orcid: https://orcid.org/0000-0003-2716-1405 - family-names: Piekenbrock given-names: Matthew preferred-citation: type: manual title: 'dbscan: Density-Based Spatial Clustering of Applications with Noise (DBSCAN) and Related Algorithms' authors: - family-names: Hahsler given-names: Michael email: mhahsler@lyle.smu.edu orcid: https://orcid.org/0000-0003-2716-1405 - family-names: Piekenbrock given-names: Matthew year: '2024' notes: R package version 1.2-0 url: https://CRAN.R-project.org/package=dbscan repository: https://CRAN.R-project.org/package=dbscan repository-code: https://github.com/mhahsler/dbscan url: https://github.com/mhahsler/dbscan date-released: '2024-06-28' contact: - family-names: Hahsler given-names: Michael email: mhahsler@lyle.smu.edu orcid: https://orcid.org/0000-0003-2716-1405 references: - type: article title: 'dbscan: Fast Density-Based Clustering with R' authors: - family-names: Hahsler given-names: Michael email: mhahsler@lyle.smu.edu orcid: https://orcid.org/0000-0003-2716-1405 - family-names: Piekenbrock given-names: Matthew - family-names: Doran given-names: Derek email: derek.doran@wright.edu journal: Journal of Statistical Software year: '2019' volume: '91' issue: '1' doi: 10.18637/jss.v091.i01 start: '1' end: '30'