oddnet-package: oddnet: Anomaly Detection in Temporal Networks

In oddnet: Anomaly Detection in Temporal Networks

oddnet: Anomaly Detection in Temporal Networks

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.

Author(s)

Maintainer: Sevvandi Kandanaarachchi [e-mail] (ORCID)

Authors:

• Rob Hyndman [e-mail] (ORCID)

See Also

Useful links:

• https://sevvandi.github.io/oddnet/

oddnet documentation built on May 29, 2024, 4:56 a.m.