This is the Windows app named CDF-TS whose latest release can be downloaded as CDF-TS-main.zip. It can be run online in the free hosting provider OnWorks for workstations.
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CDF-TS
DESCRIPTION:
This Matlab code is used for demonstration of the effect of CDF-TS as a preprocessing method to transform data.
Written by Ye Zhu, Deakin University, April 2021, 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:
Zhu, Y., Ting, K.M., Carman, M. and Angelova, M., 2021, April. CDF Transform-and-Shift: An effective way to deal with datasets of inhomogeneous cluster densities. Pattern Recognition.
https://doi.org/10.1016/j.patcog.2021.107977
The preprint version can be obtained at: https://arxiv.org/abs/1810.02897
Features
- anomaly detection
- machine learning
- clustering
Programming Language
MATLAB
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/cdf-ts/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.