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A generic tool for building fuzzy cognitive map systems

dc.contributor.authorPapaioannou, Mariaen
dc.contributor.authorNeocleous, Costas K.en
dc.contributor.authorSofokleous, Anastasis A.en
dc.contributor.authorMateou, Nicos H.en
dc.contributor.authorAndreou, Andreas S.en
dc.contributor.authorSchizas, Christos N.en
dc.creatorPapaioannou, Mariaen
dc.creatorNeocleous, Costas K.en
dc.creatorSofokleous, Anastasis A.en
dc.creatorMateou, Nicos H.en
dc.creatorAndreou, Andreas S.en
dc.creatorSchizas, Christos N.en
dc.date.accessioned2019-11-13T10:41:46Z
dc.date.available2019-11-13T10:41:46Z
dc.date.issued2010
dc.identifier.issn1868-4238
dc.identifier.urihttp://gnosis.library.ucy.ac.cy/handle/7/54754
dc.description.abstractA generic system for simulating complex dynamical systems along the paradigm of fuzzy cognitive maps (FCM) has been created and tested. The proposed system enables a user to design appropriate FCM structures, by specifying the desired concepts and the various parameters such as sensitivities, as well as a variety of shaping functions. The user is able to see the results, change the parameters, modify the functions, and rerun the system using an alteration of the final results and make new conclusions. The system is introduced and demonstrated using a simple real case. The results of a usability test of the system suggest that the system is capable of simulating complicated FCM structures in an effective manner, helping the user to reduce the degree of risks during decision making. © 2010 IFIP.en
dc.source6th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2010en
dc.source.urihttps://www.scopus.com/inward/record.uri?eid=2-s2.0-78549276501&doi=10.1007%2f978-3-642-16239-8_9&partnerID=40&md5=a7eef074caba546bd67e98c96b83d17d
dc.subjectDecision makingen
dc.subjectDynamical systemsen
dc.subjectLarge scale systemsen
dc.subjectCognitive systemsen
dc.subjectFuzzy cognitive mapen
dc.subjectFuzzy rulesen
dc.subjectFuzzy systemsen
dc.subjectFuzzy Cognitive Mapsen
dc.subjectIntelligent Systemsen
dc.subjectSoft Computingen
dc.subjectComplex dynamical systemsen
dc.subjectDegree of risksen
dc.subjectGeneric systemen
dc.subjectUsability testsen
dc.titleA generic tool for building fuzzy cognitive map systemsen
dc.typeinfo:eu-repo/semantics/article
dc.identifier.doi10.1007/978-3-642-16239-8_9
dc.description.volume339 AICTen
dc.description.startingpage45
dc.description.endingpage52
dc.author.faculty002 Σχολή Θετικών και Εφαρμοσμένων Επιστημών / Faculty of Pure and Applied Sciences
dc.author.departmentΤμήμα Πληροφορικής / Department of Computer Science
dc.type.uhtypeArticleen
dc.description.notes<p>Sponsors: Cyprus University of Technologyen
dc.description.notesFrederick Universityen
dc.description.notesCyprus Tourism Organizationen
dc.description.notesConference code: 82446en
dc.description.notesCited By :2</p>en
dc.source.abbreviationIFIP Advances in Information and Communication Technologyen
dc.contributor.orcidSchizas, Christos N. [0000-0001-6548-4980]
dc.contributor.orcidAndreou, Andreas S. [0000-0001-7104-2097]
dc.gnosis.orcid0000-0001-6548-4980
dc.gnosis.orcid0000-0001-7104-2097


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