Package: stdbscan 0.2.0

stdbscan: Spatio-Temporal DBSCAN Clustering

Implements the ST-DBSCAN (spatio-temporal density-based spatial clustering of applications with noise) clustering algorithm for detecting spatially and temporally dense regions in point data, with a fast C++ backend via 'Rcpp'. Birant and Kut (2007) <doi:10.1016/j.datak.2006.01.013>.

Authors:Antoine Le Doeuff [aut, cre]

stdbscan_0.2.0.tar.gz
stdbscan_0.2.0.zip(r-4.7)stdbscan_0.2.0.zip(r-4.6)stdbscan_0.2.0.zip(r-4.5)
stdbscan_0.2.0.tgz(r-4.6-x86_64)stdbscan_0.2.0.tgz(r-4.6-arm64)stdbscan_0.2.0.tgz(r-4.5-x86_64)stdbscan_0.2.0.tgz(r-4.5-arm64)
stdbscan_0.2.0.tar.gz(r-4.7-arm64)stdbscan_0.2.0.tar.gz(r-4.7-x86_64)stdbscan_0.2.0.tar.gz(r-4.6-arm64)stdbscan_0.2.0.tar.gz(r-4.6-x86_64)
stdbscan_0.2.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
stdbscan/json (API)

# Install 'stdbscan' in R:

install.packages('stdbscan', repos = c('https://miboraminima.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/miboraminima/stdbscan/issues

Pkgdown/docs site:https://miboraminima.github.io

Uses libs:

c++– GNU Standard C++ Library v3

Datasets:

geolife_traj - GPS pings from the GeoLife GPS Trajectories dataset

On CRAN:

clustering dbscan rcpp spatio-temporal cpp

5.16 score 3 stars 3 scripts 1.9k downloads 2 exports 3 dependencies

Last updated from:39edda6ce2. Checks:13 OK. Indexed: yes.

Target	Result	Time
linux-devel-arm64	OK	149
linux-devel-x86_64	OK	146
source / vignettes	OK	216
linux-release-arm64	OK	144
linux-release-x86_64	OK	133
macos-release-arm64	OK	144
macos-release-x86_64	OK	471
macos-oldrel-arm64	OK	131
macos-oldrel-x86_64	OK	225
windows-devel	OK	109
windows-release	OK	119
windows-oldrel	OK	95
wasm-release	OK	121

Exports:st_dbscan st_dbscan_corepoint

Dependencies:dbscan generics Rcpp

Stop identification with ST-DBSCAN

Presentation | Dataset | Preprocessing | Run ST-DBSCAN | Check result

Rendered fromstop-identification.Rmdusingknitr::rmarkdown

Last update: 2026-03-14
Started: 2026-01-19

Citation

Development and contributors

Readme and manuals

Help Manual

Help page	Topics
GPS pings from the GeoLife GPS Trajectories dataset	geolife_traj
Predict newdata	predict.stdbscan
Spatio-Temporal DBSCAN	st_dbscan
Check if points are core points	st_dbscan_corepoint