Fuzzy cognitive maps: basic theories and their application to complex systems

PP Groumpos - Fuzzy cognitive maps: Advances in theory …, 2010 - Springer
The challenging problem of modeling and controlling complex systems is investigated using
Fuzzy Cognitive Maps (FCMs). A mathematical description of FCM models is presented, new …

Benchmarking main activation functions in fuzzy cognitive maps

S Bueno, JL Salmeron - Expert systems with Applications, 2009 - Elsevier
Fuzzy cognitive maps (FCM) are graph-based modeling tools. FCM can to be used for
structuring and supporting decisional processes. Also, FCM allow developing what-if …

[HTML][HTML] Omnichannel Management in B2B. Complexity-based model. Empirical evidence from a panel of experts based on Fuzzy Cognitive Maps

J Alonso-Garcia, F Pablo-Marti… - Industrial Marketing …, 2021 - Elsevier
In recent years, academics and professionals have proposed omnichannel management as
the best approach to offering multiple channels to end customers. This approach has been …

[HTML][HTML] Decision support systems in crowdfunding: A fuzzy cognitive maps (FCM) approach

C Borrero-Domínguez, T Escobar-Rodríguez - Decision Support Systems, 2023 - Elsevier
Crowdfunding as an alternative source of finance to banking is the subject of numerous
research works. This research proposes the guidelines of a Decision Support System (DSS) …

Expert-based and computational methods for developing fuzzy cognitive maps

W Stach, L Kurgan, W Pedrycz - Fuzzy Cognitive Maps: Advances in …, 2010 - Springer
Abstract Development of Fuzzy Cognitive Maps (FCMs) that accurately describe a given
dynamic system is a challenging task which in many cases cannot be fully completed based …

Fuzzy cognitive strategic maps in business process performance measurement

M Glykas - Expert Systems with Applications, 2013 - Elsevier
This paper elaborates on the application of Fuzzy Cognitive Maps (FCMs) in strategy maps
(SMs). The limitations of the Balanced Scorecards (BSCs) and SMs are first discussed and …

A fuzzy cognitive map approach for effect-based operations: An illustrative case

D Yaman, S Polat - Information Sciences, 2009 - Elsevier
This paper proposes the use of fuzzy cognitive maps (FCMs) as a technique for supporting
the decision-making process in effect-based planning. The goal is to determine alternative …

Dynamic risks modelling in ERP maintenance projects with FCM

C Lopez, JL Salmeron - Information sciences, 2014 - Elsevier
Abstract Firms adopting Enterprise Resource Planning (ERP) have to maintain their
applications until the end of the system life span. Proper ERP maintenance is a condition …

Modelling business and management systems using fuzzy cognitive maps: A critical overview

PP Groumpos - IFAC-PapersOnLine, 2015 - Elsevier
A critical overview of modelling Business and Management (B&M) Systems using Fuzzy
Cognitive Maps is presented. A limited but illustrative number of specific applications of …

Forecasting risk impact on ERP maintenance with augmented fuzzy cognitive maps

JL Salmeron, C Lopez - IEEE Transactions on software …, 2011 - ieeexplore.ieee.org
Worldwide, firms have made great efforts to implement Enterprise Resource Planning (ERP)
systems. Despite these efforts, ERP adoption success is not guaranteed. Successful …