/cvi-fuzzy-art

CVI-based Vigilance Test in Fuzzy ART MATLAB code.

Primary LanguageMATLABOtherNOASSERTION

CVIFA

Validity Index-based Vigilance Test Fuzzy ART - Companion MATLAB Code:

  • If you make use of this code please cite the following paper

[1] L. E. Brito da Silva and D. C. Wunsch II, "Validity index-based vigilance test in adaptive resonance theory neural networks," 2017 IEEE Symposium Series on Computational Intelligence (SSCI), Honolulu, HI, 2017, pp. 1-8.

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

[2] L. E. Brito da Silva and D. C. Wunsch II, "Validity Index-based Vigilance Test Fuzzy ART," 2017. [Online].
Available: https://github.com/ACIL-Group/CVIFA

  • The data sets used in the experiments section of the Validity Index-based Vigilance Test Fuzzy ART paper are available at:
  1. UCI machine learning repository:
    http://archive.ics.uci.edu/ml
  • The "main_example.m" file contains an example of usage of the CVI-Fuzzy-ART code.