Time-Series Forecasting Based on High-Order Fuzzy Cognitive Maps and Wavelet Transform

Fuzzy cognitive maps (FCMs) have been successfully used to model and predict stationary time series. However, it still remains challenging to deal with large-scale nonstationary time series, which have trend and vary rapidly with time. In this paper, we propose a time-series prediction model based o...

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