dc.creator | Moreno Velo, Francisco José | es |
dc.creator | Baturone, I. | es |
dc.creator | Senhadji Navarro, Raouf | es |
dc.creator | Sánchez Solano, Santiago | es |
dc.date.accessioned | 2020-07-07T07:19:26Z | |
dc.date.available | 2020-07-07T07:19:26Z | |
dc.date.issued | 2003 | |
dc.identifier.citation | Moreno Velo, F.J., Baturone, I., Senhadji Navarro, R. y Sánchez Solano, S. (2003). Thing Complex Fuzzy Systems by Supervised Learning Algorithms. En FUZZ 2003: 12th IEEE International Conference on Fuzzy Systems (226-231), St Louis, MO, USA: IEEE Computer Society. | |
dc.identifier.isbn | 0-7803-7810-5 | es |
dc.identifier.uri | https://hdl.handle.net/11441/98885 | |
dc.description.abstract | Tuning a fuzzy system to meet a given set of inpuffoutput
patterns is usually a difficult task that involves many parameters.
This paper presents an study of different approaches
that can be applied to perform this tuning process automatically,
and describes a CAD tool, named xfsl, which allows
applying a wide set of these approaches: (a) a large number
of supervised learning algorithms; (b) different processes to
simplify the learned system; (c) tuning only specific parameters
of the system; (d) the ability to tune hierarchical fuzzy
systems, systems with continuous output (like fuzzy controller)
as well as with categorical output (like fuzzy classifiers),
and even systems that employ user-defined fuzzy
functions; and, finally, (e) the ability to employ this tuning
within the design flow of a fuzzy system, because xfsl is integrated
into the fuzzy system development environment
Xfuzzy 3.0. | es |
dc.description.sponsorship | Comisión Interministerial de Ciencia y Tecnología TIC2001-1726-C02-01 | es |
dc.format | application/pdf | es |
dc.format.extent | 6 | es |
dc.language.iso | eng | es |
dc.publisher | IEEE Computer Society | es |
dc.relation.ispartof | FUZZ 2003: 12th IEEE International Conference on Fuzzy Systems (2003), p 226-231 | |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 Internacional | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
dc.title | Thing Complex Fuzzy Systems by Supervised Learning Algorithms | es |
dc.type | info:eu-repo/semantics/conferenceObject | es |
dcterms.identifier | https://ror.org/03yxnpp24 | |
dc.type.version | info:eu-repo/semantics/publishedVersion | es |
dc.rights.accessRights | info:eu-repo/semantics/openAccess | es |
dc.contributor.affiliation | Universidad de Sevilla. Departamento de Arquitectura y Tecnología de Computadores | es |
dc.relation.projectID | TIC2001-1726-C02-01 | es |
dc.relation.publisherversion | https://ieeexplore.ieee.org/document/1209366 | es |
dc.identifier.doi | 10.1109/FUZZ.2003.1209366 | es |
dc.publication.initialPage | 226 | es |
dc.publication.endPage | 231 | es |
dc.eventtitle | FUZZ 2003: 12th IEEE International Conference on Fuzzy Systems | es |
dc.eventinstitution | St Louis, MO, USA | es |
dc.relation.publicationplace | New York, USA | es |
dc.contributor.funder | Comisión Interministerial de Ciencia y Tecnología (CICYT). España | es |