isolation similarity

We have hosted the application isolation similarity in order to run this application in our online workstations with Wine or directly.

Quick description about isolation similarity:

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: