Package: oddnet
Type: Package
Title: Anomaly Detection in Temporal Networks
Version: 0.1.1
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: 7.2.1
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/
NeedsCompilation: no
Packaged: 2024-02-11 11:44:19 UTC; kan092
Author: Sevvandi Kandanaarachchi [aut, cre]
    (<https://orcid.org/0000-0002-0337-0395>),
  Rob Hyndman [aut] (<https://orcid.org/0000-0002-2140-5352>)
Repository: CRAN
Date/Publication: 2024-02-11 12:20:02 UTC
Built: R 4.6.0; ; 2026-04-29 23:04:50 UTC; unix
