This is the Linux app named Isolation Similarity whose latest release can be downloaded as MatlabversionofaNNE.zip. It can be run online in the free hosting provider OnWorks for workstations.
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Isolation Similarity
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DESCRIPTION
Demo of using aNNE similarity for DBSCAN.
Written by Xiaoyu Qin, Monash University, March 2019, version 1.0
This software is under GNU General Public License version 3.0 (GPLv3)
This code is a demo of method described by the following publication: Qin, X., Ting, K.M., Zhu, Y. and Lee, V.C., 2019, July. Nearest-neighbour-induced isolation similarity and its impact on density-based clustering. In Proceedings of the AAAI Conference on Artificial Intelligence (Vol. 33, pp. 4755-4762).
https://ojs.aaai.org//index.php/AAAI/article/view/4402
Bibtex format:
@inproceedings{qin2019nearest,
title={Nearest-neighbour-induced isolation similarity and its impact on density-based clustering},
author={Qin, Xiaoyu and Ting, Kai Ming and Zhu, Ye and Lee, Vincent CS},
booktitle={Proceedings of the AAAI Conference on Artificial Intelligence},
volume={33},
pages={4755--4762},
year={2019}
}
Features
- Data mining
- Machine learning
Programming Language
MATLAB
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/panne/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
