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Isolation‐based anomaly detection

version 1.2 (1.71 MB) by YE
Source code of Isolation‐based anomaly detection (iNNE).


Updated 15 Dec 2020

From GitHub

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These functions implement an Isolation‐based anomaly detection iNNE, proposed by Bandaragoda, Tharindu R., et al. "Isolation‐based anomaly detection using nearest‐neighbor ensembles" Computational Intelligence (2018).

Written by Ye Zhu, Deakin University, Nov 2020, version 1.2

This code was used for the following publication (Bibtex format):

title={Isolation-based anomaly detection using nearest-neighbor ensembles},
author={Bandaragoda, Tharindu R and Ting, Kai Ming and Albrecht, David and Liu, Fei Tony and Zhu, Ye and Wells, Jonathan R},
journal={Computational Intelligence},
publisher={Wiley Online Library}

Cite As

YE (2021). Isolation‐based anomaly detection (, GitHub. Retrieved .

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MATLAB Release Compatibility
Created with R2020b
Compatible with any release
Platform Compatibility
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