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http://hdl.handle.net/1942/30512
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DC Field | Value | Language |
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dc.contributor.author | FRIAS DOMINGUEZ, Mabel | - |
dc.contributor.author | NAPOLES RUIZ, Gonzalo | - |
dc.contributor.author | Filiberto, Yaima | - |
dc.contributor.author | Bello, Rafael | - |
dc.contributor.author | VANHOOF, Koen | - |
dc.date.accessioned | 2020-02-14T10:04:15Z | - |
dc.date.available | 2020-02-14T10:04:15Z | - |
dc.date.issued | 2019 | - |
dc.date.submitted | 2020-02-10T00:50:26Z | - |
dc.identifier.citation | Figueroa-García, Juan Carlos; Duarte-González, Mario; Jaramillo-Isaza, Sebastián; Orjuela-Cañon, Alvaro David; Díaz-Gutierrez, Yesid (Ed.). Applied Computer Sciences in Engineering 6th Workshop on Engineering Applications, WEA 2019, Santa Marta, Colombia, October 16–18, 2019, Proceedings, Springer, p. 285 -295 | - |
dc.identifier.isbn | 9783030310189 | - |
dc.identifier.issn | 1865-0929 | - |
dc.identifier.uri | http://hdl.handle.net/1942/30512 | - |
dc.description.abstract | Within the neural computing field, Fuzzy Cognitive Maps (FCMs) are attractive simulation tools to model dynamic systems by means of well-defined neural concepts and causal relationships, thus equipping the network with inter-pretability features. However, such components are normally described by quantitative terms, which may be difficult to handle by experts. Recently, we proposed a symbolic FCM scheme (termed FCM-TFN) in which both weights and activation values are described by triangular fuzzy numbers. In spite of the promising results, the model's performance in solving prediction problems remains uncertain. In this paper, we explore the prediction capabilities of the FCM-TFN model in pattern classification and concluded that our method is able to perform well when compared with traditional classifiers. | - |
dc.language.iso | en | - |
dc.publisher | Springer | - |
dc.relation.ispartofseries | Communications in Computer and Information Science book series | - |
dc.rights | 2020 Springer Nature Switzerland AG. Part of Springer Nature. | - |
dc.subject.other | fuzzy cognitive maps | - |
dc.subject.other | computing with words | - |
dc.subject.other | classification | - |
dc.title | A Preliminary Study on Symbolic Fuzzy Cognitive Maps for Pattern Classification | - |
dc.type | Proceedings Paper | - |
local.bibliographicCitation.authors | Figueroa-García , Juan Carlos | - |
local.bibliographicCitation.authors | Duarte-González, Mario | - |
local.bibliographicCitation.authors | Jaramillo-Isaza, Sebastián | - |
local.bibliographicCitation.authors | Orjuela-Cañon, Alvaro David | - |
local.bibliographicCitation.authors | Díaz-Gutierrez, Yesid | - |
local.bibliographicCitation.conferencedate | October 16–18, 2019 | - |
local.bibliographicCitation.conferencename | Workshop on Engineering Applications (WEA 2019) | - |
local.bibliographicCitation.conferenceplace | Santa Marta, Colombia | - |
dc.identifier.epage | 295 | - |
dc.identifier.spage | 285 | - |
dc.identifier.volume | 1052 | - |
local.bibliographicCitation.jcat | C1 | - |
local.publisher.place | GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND | - |
local.type.refereed | Refereed | - |
local.type.specified | Proceedings Paper | - |
local.relation.ispartofseriesnr | 1052 | - |
dc.source.type | Meeting | - |
dc.identifier.doi | 10.1007/978-3-030-31019-6_25 | - |
dc.identifier.isi | WOS:000525351100025 | - |
dc.identifier.eissn | 1865-0937 | - |
local.provider.type | - | |
local.bibliographicCitation.btitle | Applied Computer Sciences in Engineering 6th Workshop on Engineering Applications, WEA 2019, Santa Marta, Colombia, October 16–18, 2019, Proceedings | - |
local.uhasselt.uhpub | yes | - |
item.fulltext | With Fulltext | - |
item.fullcitation | FRIAS DOMINGUEZ, Mabel; NAPOLES RUIZ, Gonzalo; Filiberto, Yaima; Bello, Rafael & VANHOOF, Koen (2019) A Preliminary Study on Symbolic Fuzzy Cognitive Maps for Pattern Classification. In: Figueroa-García, Juan Carlos; Duarte-González, Mario; Jaramillo-Isaza, Sebastián; Orjuela-Cañon, Alvaro David; Díaz-Gutierrez, Yesid (Ed.). Applied Computer Sciences in Engineering 6th Workshop on Engineering Applications, WEA 2019, Santa Marta, Colombia, October 16–18, 2019, Proceedings, Springer, p. 285 -295. | - |
item.accessRights | Restricted Access | - |
item.contributor | FRIAS DOMINGUEZ, Mabel | - |
item.contributor | NAPOLES RUIZ, Gonzalo | - |
item.contributor | Filiberto, Yaima | - |
item.contributor | Bello, Rafael | - |
item.contributor | VANHOOF, Koen | - |
item.validation | ecoom 2021 | - |
crisitem.journal.issn | 1865-0929 | - |
Appears in Collections: | Research publications |
Files in This Item:
File | Description | Size | Format | |
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WEA_paper76.pdf Restricted Access | Peer-reviewed author version | 352.77 kB | Adobe PDF | View/Open Request a copy |
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