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

Project Activity

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Categories

Machine Learning

License

GNU General Public License version 3.0 (GPLv3)

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CDF-TS Web Site

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Additional Project Details

Programming Language

MATLAB

Related Categories

MATLAB Machine Learning Software

Registered

2018-09-29