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Incremental/Batch Cluster Validity Indices - Companion MATLAB Code

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iCVI MATLAB Toolbox

Incremental/Batch Cluster Validity Indices - Companion MATLAB Code:

  • If you make use of this iCVI MATLAB Toolbox please cite the following paper

[1] L. E. Brito da Silva, N. M. Melton, and D. C. Wunsch II, "Incremental Cluster Validity Indices for Hard Partitions: Extensions and Comparative Study," ArXiv e-prints, Feb 2019, arXiv:1902.06711v1 [cs.LG].

and refer to this Applied Computational Intelligence Laboratory (ACIL) Github repository as

[2] L. E. Brito da Silva, N. M. Melton, and D. C. Wunsch II, "iCVI MATLAB Toolbox," 2019. [Online].
Available: https://github.com/ACIL-Group/iCVI-toolbox

  • The data sets used in the experiments section of the paper mentioned above are available at:
  1. UCI machine learning repository:
    http://archive.ics.uci.edu/ml

  2. Fundamental Clustering Problems Suite (FCPS):
    https://www.uni-marburg.de/fb12/arbeitsgruppen/datenbionik/data?language_sync=1

  3. Clustering basic benchmark and Other clustering datasets:
    http://cs.uef.fi/sipu/datasets

  4. MATLAB processed data sets:
    http://www.cad.zju.edu.cn/home/dengcai/Data/MLData.html