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Please use this identifier to cite or link to this item: http://hdl.handle.net/1942/22992

Title: Modeling and experimentation framework for Fuzzy Cognitive Maps
Authors: Leon Espinosa, Maikel
Nápoles Ruiz, Gonzalo
Issue Date: 2016
Publisher: AAAI
Citation: Schuurmans,Dale; Wellman, Michael (Ed.). Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence (AAAI-16), AAAI,p. 4361-4362
Abstract: Many papers describe the use of Fuzzy Cognitive Maps as a modeling/representation technique for real-life scenarios’ simulation or prediction. However, not many real software implementations are described neither found. In this proposal the authors describe a modeling and experimentation framework where realistic problems can be recreated using Fuzzy Cognitive Maps as a knowledge representation form. Design elements, and descriptions of the algorithms that have been incorporated into the software, and hybridized with Fuzzy Cognitive Maps, are presented in this paper. Case studies were conducted and are illustrated with the intention of demonstrating the success and practical value of the general approach together with the implementation tool.
URI: http://hdl.handle.net/1942/22992
Link to publication: http://dl.acm.org/citation.cfm?id=3016387.3016594
ISBN: 9781577357667
Category: C1
Type: Proceedings Paper
Appears in Collections: Research publications

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