Package: oddnet
Type: Package
Title: Anomaly Detection in Temporal Networks
Version: 0.1.1.2
Authors@R: c(person("Sevvandi", "Kandanaarachchi", email = "sevvandik@gmail.com",
    role = c("aut", "cre"), comment = c(ORCID = "0000-0002-0337-0395")),
    person("Rob", "Hyndman", email = "rob.hyndman@monash.edu",
    role = c("aut"), comment = c(ORCID = "0000-0002-2140-5352")) 
    )
Maintainer: Sevvandi Kandanaarachchi <sevvandik@gmail.com>
Description: Anomaly detection in dynamic, temporal networks. The
        package 'oddnet' uses a feature-based method to identify
        anomalies. First, it computes many features for each network.
        Then it models the features using time series methods. Using
        time series residuals it detects anomalies. This way, the
        temporal dependencies are accounted for when identifying
        anomalies (Kandanaarachchi, Hyndman 2022) <arXiv:2210.07407>.
License: GPL (>= 3)
Encoding: UTF-8
RoxygenNote: 7.3.1
Imports: dplyr, fable, fabletools, igraph, lookout, pcaPP, rlang,
        tibble, tidyr, tsibble, utils
Suggests: DDoutlier, feasts, knitr, rmarkdown, rTensor, urca
VignetteBuilder: knitr
URL: https://sevvandi.github.io/oddnet/
Config/pak/sysreqs: libglpk-dev libicu-dev libxml2-dev
Repository: https://robjhyndman.r-universe.dev
Date/Publication: 2024-06-05 00:22:47 UTC
RemoteUrl: https://github.com/sevvandi/oddnet
RemoteRef: HEAD
RemoteSha: c66aafdebb9139fd5b398d62acd11019ba18342c
NeedsCompilation: no
Packaged: 2026-06-28 13:41:26 UTC; root
Author: Sevvandi Kandanaarachchi [aut, cre] (ORCID:
    <https://orcid.org/0000-0002-0337-0395>),
  Rob Hyndman [aut] (ORCID: <https://orcid.org/0000-0002-2140-5352>)