Package: dobin
Type: Package
Title: Dimension Reduction for Outlier Detection
Version: 1.0.4
Authors@R: person("Sevvandi", "Kandanaarachchi", email = "sevvandik@gmail.com",
  role = c("aut", "cre"), comment = c(ORCID = "0000-0002-0337-0395"))
Maintainer: Sevvandi Kandanaarachchi <sevvandik@gmail.com>
Description: A dimension reduction technique for outlier detection.
        DOBIN: a Distance based Outlier BasIs using Neighbours,
        constructs a set of basis vectors for outlier detection. This
        is not an outlier detection method; rather it is a
        pre-processing method for outlier detection. It brings outliers
        to the fore-front using fewer basis vectors (Kandanaarachchi,
        Hyndman 2020) <doi:10.1080/10618600.2020.1807353>.
License: MIT + file LICENSE
Encoding: UTF-8
Imports: dbscan, ggplot2, pracma
RoxygenNote: 7.2.1
Suggests: knitr, rmarkdown, OutliersO3, FNN
VignetteBuilder: knitr
Depends: R (>= 3.4.0)
URL: https://sevvandi.github.io/dobin/
Repository: https://sevvandi.r-universe.dev
Date/Publication: 2022-08-25 22:26:34 UTC
RemoteUrl: https://github.com/sevvandi/dobin
RemoteRef: HEAD
RemoteSha: d2724868b10e80bd670f2016a077802679059290
NeedsCompilation: no
Packaged: 2026-05-27 07:16:17 UTC; root
Author: Sevvandi Kandanaarachchi [aut, cre] (ORCID:
    <https://orcid.org/0000-0002-0337-0395>)