Autonomous Data Density Based Clustering Algorithm

The source code of the autonomous data density based clustering algorithm (ADD).

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The package contains:

1. ADDClustering.m - The source code of the autonomous data density based clustering algorithm (ADD) ;
2. demo.m - The demo

References:
[1] P. P. Angelov, X. Gu, G. Gutierrez, J. A. Iglesias and A. Sanchis, "Autonomous Data Density based clustering method," 2016 International Joint Conference on Neural Networks (IJCNN), Vancouver, BC, 2016, pp. 2405-2413.
[2] X. Gu, "Self-organising Transparent Learning System," Phd Thesis, Lancaster University, 2018.

This algorithm is an improved version [2] of the original ADD clustering algorithm published in [1]. Please cite this algorithm using the above references if this code helps.

For any queries about the codes, please contact Prof. Plamen P. Angelov (p.angelov@lancaster.ac.uk) and Mr. Xiaowei Gu (x.gu3@lancaster.ac.uk)

Programmed by Xiaowei Gu

Cita come

P. P. Angelov, X. Gu, G. Gutierrez, J. A. Iglesias and A. Sanchis, "Autonomous Data Density based clustering method," 2016 International Joint Conference on Neural Networks (IJCNN), Vancouver, BC, 2016, pp. 2405-2413.

X. Gu, "Self-organising Transparent Learning System," Phd Thesis, Lancaster University, 2018.

Categorie

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Informazioni generali

Compatibilità della release di MATLAB

  • Compatibile con qualsiasi release

Compatibilità della piattaforma

  • Windows
  • macOS
  • Linux
Versione Pubblicato Note della release Action
1.0.1

Updated the description.

1.0.0