Design of Fuzzy Cognitive Maps for Modeling Time Series

@article{Pedrycz2016DesignOF,
  title={Design of Fuzzy Cognitive Maps for Modeling Time Series},
  author={Witold Pedrycz and Agnieszka Jastrzebska and Wladyslaw Homenda},
  journal={IEEE Transactions on Fuzzy Systems},
  year={2016},
  volume={24},
  pages={120-130}
}
This study elaborates on a comprehensive design methodology of fuzzy cognitive maps (FCMs). Here, the maps are regarded as a modeling vehicle of time series. It is apparent that whereas time series are predominantly numeric, FCMs are abstract constructs operating at the level of abstract entities referred to as concepts and represented by the individual… CONTINUE READING