The object of this study is fuzzy cognitive modeling as a means of studying semistructured
socioeconomic systems. The features of constructing cognitive maps, providing the ability to …

The paper is devoted to fuzzy cognitive modeling, which is an effective tool for studying
semistructured socio-economic systems. The emphasis is on the process of developing …

The paper aimed to consideration of a problem of modeling of complex systems. The use of
fuzzy cognitive maps for modeling and the analysis of functioning of complex systems is …

A novel design method for time series modeling and prediction with fuzzy cognitive maps
(FCM) is proposed in this paper. The developed model exploits the least square method to …

In this paper, we address some shortcomings of Fuzzy Cognitive Maps (FCMs) in the context
of time series prediction. The transparent and comprehensive nature of FCMs provides …

Background The real time series is affected by various combinations of influences,
consequently, it has a variety of variation modality. It is hard to reflect the variation …

The fuzzy cognitive map (FCM) has gradually emerged as a powerful paradigm for
knowledge representation and a simulation mechanism that is applicable to numerous …

As a powerful paradigm for knowledge representation and a simulation mechanism
applicable to numerous research and application fields, Fuzzy Cognitive Maps (FCMs) have …

The time series prediction models based on fuzzy set theory have been widely applied to
diverse fields such as enrollments, stocks, weather and etc., as they can handle prediction …

The article describes the cognitive and simulation metamodel and modern cognitive tools
developed for modeling socioeconomic systems. The tools are presented by crisp and fuzzy …