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oddnet

Anomaly Detection in Temporal Networks

v0.1.1 · Feb 11, 2024 · GPL (>= 3)

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>.

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r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
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NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Sevvandi Kandanaarachchi <sevvandik@gmail.com>’

The Description field contains
  anomalies (Kandanaarachchi, Hyndman 2022) <arXiv:2210.07407>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Sevvandi Kandanaarachchi <sevvandik@gmail.com>’

The Description field contains
  anomalies (Kandanaarachchi, Hyndman 2022) <arXiv:2210.07407>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
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OK r-oldrel-macos-arm64

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OK r-oldrel-macos-x86_64

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OK r-oldrel-windows-x86_64

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OK r-patched-linux-x86_64

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OK r-release-linux-x86_64

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Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Sevvandi Kandanaarachchi <sevvandik@gmail.com>’

The Description field contains
  anomalies (Kandanaarachchi, Hyndman 2022) <arXiv:2210.07407>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Sevvandi Kandanaarachchi <sevvandik@gmail.com>’

The Description field contains
  anomalies (Kandanaarachchi, Hyndman 2022) <arXiv:2210.07407>.
Please refer to arXiv e-prints via their arXiv DOI <doi:10.48550/arXiv.YYMM.NNNNN>.

Dependency Network

Dependencies Reverse dependencies dplyr fable fabletools igraph lookout pcaPP rlang tibble tidyr tsibble oddnet

Version History

new 0.1.1 Mar 9, 2026