Timed Fuzzy Cognitive Maps

@article{Bourgani2015TimedFC,
  title={Timed Fuzzy Cognitive Maps},
  author={Evangelia Bourgani and Chrysostomos D. Stylios and George Manis and Voula C. Georgopoulos},
  journal={2015 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)},
  year={2015},
  pages={1-6}
}
Taking time into consideration in the FCM model and the subsequent numerical calculation is a hot FCM issue. This work investigates an approach for introducing the time in Fuzzy Cognitive Maps (FCM) framework and it proposes the Timed-FCM (T-FCM) that incorporates time steps in their structure and constitutes an extension of FCMs. The proposed T-FCMs take into consideration the time evolution and the fact that the parameters of any system change with the time and it accepts intermediate states… CONTINUE READING