A review on methods and software for fuzzy cognitive maps
Fuzzy cognitive maps (FCMs) keep growing in popularity within the scientific community.
However, despite substantial advances in the theory and applications of FCMs, there is a …
However, despite substantial advances in the theory and applications of FCMs, there is a …
Using empirical wavelet transform and high-order fuzzy cognitive maps for time series forecasting
HA Mohammadi, S Ghofrani, A Nikseresht - Applied Soft Computing, 2023 - Elsevier
Many studies on time series forecasting have employed fuzzy cognitive maps (FCMs).
However, it is required to develop techniques capable of effective responses and great …
However, it is required to develop techniques capable of effective responses and great …
Multivariate time series forecasting based on elastic net and high-order fuzzy cognitive maps: a case study on human action prediction through EEG signals
Fuzzy cognitive maps (FCMs) have been successfully applied to time series forecasting.
However, it still remains challenging to handle multivariate long nonstationary time series …
However, it still remains challenging to handle multivariate long nonstationary time series …
Time series prediction based on high-order intuitionistic fuzzy cognitive maps with variational mode decomposition
Y Xixi, D Fengqian, L Chao - Soft Computing, 2022 - Springer
In reality, time series subject to the internal/external influence are usually characterized by
nonlinearity, uncertainty, and incompleteness. Therefore, how to model the features of time …
nonlinearity, uncertainty, and incompleteness. Therefore, how to model the features of time …
Algorithm for Optimization of Inverse Problem Modeling in Fuzzy Cognitive Maps
AV Petukhova, AV Kovalenko, AV Ovsyannikova - Mathematics, 2022 - mdpi.com
Managerial decision-making is a complex process that has several problems. The more
heterogeneous the system, the more immeasurable, non-numerical information it contains …
heterogeneous the system, the more immeasurable, non-numerical information it contains …