# Generate Multidimensional Data for Clustering: MOCluGen

Version 1.0.1 (210 ko) par
Multidimensional cluster generation in MATLAB/Octave
36 téléchargements
Mise à jour 23 jan. 2024

# MOCluGen

## Summary

MOCluGen is a MATLAB/Octave implementation of the clugen algorithm for generating multidimensional clusters with arbitrary distributions. Each cluster is supported by a line segment, the position, orientation and length of which guide where the respective points are placed.

See the documentation and examples for more details.

## Install and use

Download the most recent version from the releases page or clone the development version with following command:

``````\$ git clone https://github.com/clugen/MOCluGen.git
``````

Open MATLAB or GNU Octave and `cd` into the project's folder, and run the `startup.m` script:

`>> startup`

MOCluGen can now be used, e.g:

```>> o = clugen(2, 4, 400, [1 0], pi / 8, [50, 10], 20, 1, 2, 'seed', 123);
>> scatter(o.points(:, 1), o.points(:, 2), 36, o.clusters, 'filled', 'MarkerEdgeColor', 'k');```

```>> o = clugen(3, 4, 1000, [1 0 0], pi / 8, [20 15 25], 16, 4, 3.5, 'seed', 123);
>> scatter3(o.points(:, 1), o.points(:, 2), o.points(:, 3), 36, o.clusters, 'filled', 'MarkerEdgeColor', 'k');```

• pyclugen, a Python implementation of the clugen algorithm.
• CluGen.jl, a Julia implementation of the clugen algorithm.
• clugenr, an R implementation of the clugen algorithm.

## Reference

If you use this software, please cite the following reference:

### Citation pour cette source

Fachada, Nuno, and Diogo de Andrade. “Generating Multidimensional Clusters with Support Lines.” Knowledge-Based Systems, vol. 277, Elsevier BV, Oct. 2023, p. 110836, doi:10.1016/j.knosys.2023.110836.

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##### Compatibilité avec les versions de MATLAB
Créé avec R2013a
Compatible avec les versions R2013a et ultérieures
##### Plateformes compatibles
Windows macOS Linux

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#### docs

Version Publié le Notes de version
1.0.1

See release notes for this release on GitHub: https://github.com/clugen/MOCluGen/releases/tag/v1.0.1

1.0.0

See release notes for this release on GitHub: https://github.com/clugen/MOCluGen/releases/tag/v1.0.0

0.4.0.0

See release notes for this release on GitHub: https://github.com/clugen/MOCluGen/releases/tag/v0.4.0

0.3.0

See release notes for this release on GitHub: https://github.com/clugen/MOCluGen/releases/tag/v0.3.0

0.1.0

Pour consulter ou signaler des problèmes liés à ce module complémentaire GitHub, accédez au dépôt GitHub.
Pour consulter ou signaler des problèmes liés à ce module complémentaire GitHub, accédez au dépôt GitHub.