Learning of Fuzzy Cognitive Maps Using Density Estimate

  title={Learning of Fuzzy Cognitive Maps Using Density Estimate},
  author={Wojciech Stach and Witold Pedrycz and Lukasz A. Kurgan},
  journal={IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics)},
Fuzzy cognitive maps (FCMs) are convenient and widely used architectures for modeling dynamic systems, which are characterized by a great deal of flexibility and adaptability. Several recent works in this area concern strategies for the development of FCMs. Although a few fully automated algorithms to learn these models from data have been introduced, the resulting FCMs are structurally considerably different than those developed by human experts. In particular, maps that were learned from data… CONTINUE READING