File Exchange

image thumbnail

Isolation‐based anomaly detection

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

3 Downloads

Updated 15 Dec 2020

From GitHub

View license on GitHub

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). https://onlinelibrary.wiley.com/doi/abs/10.1111/coin.12156

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

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

@article{bandaragoda2018isolation,
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},
volume={34},
number={4},
pages={968--998},
year={2018},
publisher={Wiley Online Library}
}

Cite As

YE (2021). Isolation‐based anomaly detection (https://github.com/zhuye88/iNNE/releases/tag/v1.2), GitHub. Retrieved .

Comments and Ratings (0)

MATLAB Release Compatibility
Created with R2020b
Compatible with any release
Platform Compatibility
Windows macOS Linux
Tags Add Tags

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!