cvi.modules.GD43

Generalized Dunn’s Index 43 (GD43) Cluster Validity Index.

References

1. 1. Ibrahim, J. M. Keller, and J. C. Bezdek, “Evaluating Evolving Structure in Streaming Data With Modified Dunn’s Indices,” IEEE Transactions on Emerging Topics in Computational Intelligence, pp. 1-12, 2019.

2. 13. Moshtaghi, J. C. Bezdek, S. M. Erfani, C. Leckie, and J. Bailey, “Online Cluster Validity Indices for Streaming Data,” ArXiv e-prints, 2018, arXiv:1801.02937v1 [stat.ML].

3. 13. Moshtaghi, J. C. Bezdek, S. M. Erfani, C. Leckie, J. Bailey, “Online cluster validity indices for performance monitoring of streaming data clustering,” Int. J. Intell. Syst., pp. 1-23, 2018.

4. 10. 3. Dunn, “A fuzzy relative of the ISODATA process and its use in detecting compact well-separated clusters,” J. Cybern., vol. 3, no. 3 , pp. 32-57, 1973.

5. 10. 3. Bezdek and N. R. Pal, “Some new indexes of cluster validity,” IEEE Trans. Syst., Man, and Cybern., vol. 28, no. 3, pp. 301-315, Jun. 1998.