https://github.com/isolationkernel/icid
https://github.com/isolationkernel/icid
Last synced: 11 months ago
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- Host: GitHub
- URL: https://github.com/isolationkernel/icid
- Owner: IsolationKernel
- Created: 2023-10-20T07:18:18.000Z (over 2 years ago)
- Default Branch: main
- Last Pushed: 2024-01-27T05:24:23.000Z (about 2 years ago)
- Last Synced: 2024-01-27T06:27:53.853Z (about 2 years ago)
- Language: MATLAB
- Size: 585 KB
- Stars: 0
- Watchers: 0
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: Readme.md
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README
# Detecting Change Intervals with Isolation Distributional Kernel
Source code of Isolation Distribution Kernel-based Change Interval Detection (**iCID**).
Written by Yang Cao, Deakin University, Dec 2023 version 2.0
This Matlab code is a demo of method described by the following publication:
Yang Cao, Ye Zhu, Kai Ming Ting, Flora Salim, Hong Xian Li, Luxing Yang and Gang Li. Detecting Change Intervals with Isolation Distributional. Journal of Artificial Intelligence Research, 2024, 79: 273-306.
The arXiv version of the manuscript can be found at https://arxiv.org/abs/2212.14630
This software is under GNU General Public License version 3.0 (GPLv3)