https://github.com/cn-tu/mdcgen-matlab
Generator of synthetic n-dimensional datasets for clustering. CN contact: Félix Iglesias
Science Score: 23.0%
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✓DOI references
Found 2 DOI reference(s) in README -
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Links to: springer.com -
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○Scientific vocabulary similarity
Low similarity (5.2%) to scientific vocabulary
Repository
Generator of synthetic n-dimensional datasets for clustering. CN contact: Félix Iglesias
Basic Info
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- Stars: 8
- Watchers: 6
- Forks: 2
- Open Issues: 0
- Releases: 0
Metadata Files
README.md
mdcgen-matlab
Generator of synthetic n-dimensional datasets for the evaluation of clustering and outlier detection algorithms (MATLAB R2016 or higher)
- Jul 2017, created (mdcgen v1) -- Félix Iglesias Vázquez, felix.iglesias@tuwien.ac.at
- Mar 2019, fixed bugs, stress testing, tool optimization (mdcgen v2) -- Denis Ojdanic, denis.ojdanic@yahoo.com
How to start...
Open MATLAB. From the [mdcgen] folder run:
mdc_help
or, for a quick example, run:
mdcgen_example
References
F. Iglesias, T. Zseby, D Ferreira, A. Zimeck. MDCGen: Multidimensional Dataset Generator for Clustering. Journal of Classification. pp. 1-20, doi: 10.1007/s00357-019-9312-3. (2019). https://link.springer.com/article/10.1007/s00357-019-9312-3
Dependencies
"nearestSPD" is required to implement feature correlations (in case you use such functionality). You can download it for free from: https://de.mathworks.com/matlabcentral/fileexchange/42885-nearestspd
Owner
- Name: CN Group, Institute of Telecommunications, TU Wien
- Login: CN-TU
- Kind: organization
- Location: Vienna, Austria
- Repositories: 16
- Profile: https://github.com/CN-TU
Communication Networks Group, TU Wien
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