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http://hdl.handle.net/1942/27945
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DC Field | Value | Language |
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dc.contributor.author | FRIAS DOMINGUEZ, Mabel | - |
dc.contributor.author | Filiberto, Yaima | - |
dc.contributor.author | Falcon, Rafael | - |
dc.contributor.author | NAPOLES RUIZ, Gonzalo | - |
dc.contributor.author | Bello, Rafael | - |
dc.contributor.author | VANHOOF, Koen | - |
dc.date.accessioned | 2019-03-28T13:40:43Z | - |
dc.date.available | 2019-03-28T13:40:43Z | - |
dc.date.issued | 2019 | - |
dc.identifier.citation | Bello, R.; Falcon, R.; Verdegay, J. (Ed.). Uncertainty Management with Fuzzy and Rough Sets, SPRINGER INTERNATIONAL PUBLISHING AG, p. 127-139 | - |
dc.identifier.isbn | 9783030104627 | - |
dc.identifier.issn | 1434-9922 | - |
dc.identifier.uri | http://hdl.handle.net/1942/27945 | - |
dc.description.abstract | Fuzzy Cognitive Maps (FCMs) can be defined as recurrent neural networks that allow modeling complex systems using concepts and causal relations. While this Soft Computing technique has proven to be a valuable knowledge-based tool for building Decision Support Systems, further improvements related to its transparency are still required. In this paper, we focus on designing an FCM-based model where both the causal weights and concepts’ activation values are described by words like low, medium or high. Hybridizing FCMs and the Computing with Words paradigm leads to cognitive models closer to human reasoning, making it more comprehensible for decision makers. The simulations using a well-known case study related to simulation scenarios illustrate the soundness and potential application of the proposed model. | - |
dc.language.iso | en | - |
dc.publisher | SPRINGER INTERNATIONAL PUBLISHING AG | - |
dc.relation.ispartofseries | Studies in Fuzziness and Soft Computing | - |
dc.rights | Copyright Springer Nature Switzerland AG 2019 | - |
dc.title | Comparative Analysis of Symbolic Reasoning Models for Fuzzy Cognitive Maps | - |
dc.type | Book Section | - |
local.bibliographicCitation.authors | Bello, R. | - |
local.bibliographicCitation.authors | Falcon, R. | - |
local.bibliographicCitation.authors | Verdegay, J. | - |
dc.identifier.epage | 139 | - |
dc.identifier.spage | 127 | - |
local.bibliographicCitation.jcat | B2 | - |
local.type.refereed | Refereed | - |
local.type.specified | Book Section | - |
local.relation.ispartofseriesnr | 377 | - |
dc.identifier.doi | 10.1007/978-3-030-10463-4_7 | - |
local.bibliographicCitation.btitle | Uncertainty Management with Fuzzy and Rough Sets | - |
item.fulltext | With Fulltext | - |
item.accessRights | Restricted Access | - |
item.validation | vabb 2021 | - |
item.contributor | FRIAS DOMINGUEZ, Mabel | - |
item.contributor | Filiberto, Yaima | - |
item.contributor | Falcon, Rafael | - |
item.contributor | NAPOLES RUIZ, Gonzalo | - |
item.contributor | Bello, Rafael | - |
item.contributor | VANHOOF, Koen | - |
item.fullcitation | FRIAS DOMINGUEZ, Mabel; Filiberto, Yaima; Falcon, Rafael; NAPOLES RUIZ, Gonzalo; Bello, Rafael & VANHOOF, Koen (2019) Comparative Analysis of Symbolic Reasoning Models for Fuzzy Cognitive Maps. In: Bello, R.; Falcon, R.; Verdegay, J. (Ed.). Uncertainty Management with Fuzzy and Rough Sets, SPRINGER INTERNATIONAL PUBLISHING AG, p. 127-139. | - |
Appears in Collections: | Research publications |
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File | Description | Size | Format | |
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chapter.pdf Restricted Access | Peer-reviewed author version | 363.61 kB | Adobe PDF | View/Open Request a copy |
10.1007@978-3-030-10463-47.pdf Restricted Access | Published version | 540.02 kB | Adobe PDF | View/Open Request a copy |
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