33 citations · 48 across the 7 of their papers we have counts for
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cs.AI2022★ 5 cited
Time Series Forecasting Using Fuzzy Cognitive Maps: A Survey
Omid Orang, Petrônio Cândido de Lima e Silva, Frederico Gadelha Guimarães
Among various soft computing approaches for time series forecasting, Fuzzy Cognitive Maps (FCM) have shown remarkable results as a tool to model and analyze the dynamics of complex…
cs.AI2022★ 3 cited
Introducing Randomized High Order Fuzzy Cognitive Maps as Reservoir Computing Models: A Case Study in Solar Energy and Load Forecasting
Omid Orang, Petrônio Cândido de Lima Silva, Frederico Gadelha Guimarães
Fuzzy Cognitive Maps (FCMs) have emerged as an interpretable signed weighted digraph method consisting of nodes (concepts) and weights which represent the dependencies among the co…