dc.creator | Aguilar, Jesús | es |
dc.creator | Riquelme Santos, José Cristóbal | es |
dc.creator | Toro Bonilla, Miguel | es |
dc.date.accessioned | 2017-10-10T08:19:53Z | |
dc.date.available | 2017-10-10T08:19:53Z | |
dc.date.issued | 2005 | |
dc.identifier.citation | Aguilar, J., Riquelme Santos, J.C. y Toro Bonilla, M. (2005). A Tool to Obtain a Hierarchical Qualitative Rules from Quantitative Data. En IEA/AIE 1998: 11th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems (336-446), Benicàssim, Castellón,: Springer. | |
dc.identifier.isbn | 978-3-540-64582-5 | es |
dc.identifier.issn | 0302-9743 | es |
dc.identifier.uri | http://hdl.handle.net/11441/65127 | |
dc.description.abstract | A tool to obtain a classifier system from labelled databases is presented.
The result is a hierarchical set of rules to divide the space in n-orthohedrons. This
hierarchy means that obtained rules must be applied in specific order, that is, an
example will be classify by i-rule only if it isn't matched the conditions of the i-1
preceding rules. It is used a genetic algorithm with real codification as searching
method. Logically, computation time will be greater than other systems like C4.5,
but it will provide flexibility to the user because it is always possible to produce
rules set with 0% of error rate and, from here, to relax the error rate for having less
rules. Afterwards, a qualitative approach is made to obtain a linguistic rule set.
Finally, several results are summarized in section 4. | es |
dc.format | application/pdf | es |
dc.language.iso | eng | es |
dc.publisher | Springer | es |
dc.relation.ispartof | IEA/AIE 1998: 11th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems (2005), p 336-446 | |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 Internacional | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
dc.title | A Tool to Obtain a Hierarchical Qualitative Rules from Quantitative Data | 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 Lenguajes y Sistemas Informáticos | es |
dc.relation.publisherversion | https://link.springer.com/chapter/10.1007/3-540-64582-9_764 | es |
dc.identifier.doi | 10.1007/3-540-64582-9_764 | es |
idus.format.extent | 11 | es |
dc.publication.initialPage | 336 | es |
dc.publication.endPage | 446 | es |
dc.eventtitle | IEA/AIE 1998: 11th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems | es |
dc.eventinstitution | Benicàssim, Castellón, | es |
dc.relation.publicationplace | Berlin | es |
dc.identifier.sisius | 6528609 | es |