dc.creator | Martínez Ballesteros, María del Mar | es |
dc.creator | Martínez Álvarez, Francisco | es |
dc.creator | Troncoso Lora, Alicia | es |
dc.creator | Riquelme Santos, José Cristóbal | es |
dc.date.accessioned | 2016-06-23T09:38:49Z | |
dc.date.available | 2016-06-23T09:38:49Z | |
dc.date.issued | 2013 | |
dc.identifier.isbn | 978-3-642-40845-8 | es |
dc.identifier.issn | 0302-9743 | es |
dc.identifier.uri | http://hdl.handle.net/11441/42694 | |
dc.description.abstract | There exist several fitness function proposals based on a combination
of weighted objectives to optimize the discovery of association
rules. Nevertheless, some differences in the measures used to assess the
quality of association rules could be obtained according to the values of
such weights. Therefore, in such proposals it is very important the user’s
decision in order to specify the weights or coefficients of the optimized objectives.
Thus, this work presents an analysis on the sensitivity of several
quality measures when the weights included in the fitness function of the
existing QARGA algorithm are modified. Finally, a comparative analysis
of the results obtained according to the weights setup is provided. | es |
dc.description.sponsorship | MICYT TIN2011-28956-C02-00 | |
dc.description.sponsorship | Junta de Andalucía P11-TIC-7528 | |
dc.format | application/pdf | es |
dc.language.iso | eng | es |
dc.publisher | Springer | es |
dc.relation.ispartof | Hybrid Artificial Intelligent Systems: 8th International Conference, HAIS 2013, Salamanca, Spain, September 11-13, 2013. Proceedings. Lectures Notes in Computer Science, v.8073 | es |
dc.rights | Attribution-NonCommercial-NoDerivatives 4.0 Internacional | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/4.0/ | * |
dc.subject | Data mining | es |
dc.subject | sensitivity analysis | es |
dc.subject | quantitative association rules | es |
dc.subject | quality measures | es |
dc.title | A Sensitivity Analysis for Quality Measures of Quantitative Association Rules | es |
dc.type | info:eu-repo/semantics/bookPart | es |
dcterms.identifier | https://ror.org/03yxnpp24 | |
dc.type.version | info:eu-repo/semantics/acceptedVersion | 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.projectID | TIN2011-28956-C02-00 | es |
dc.relation.projectID | P11-TIC-7528 | es |
dc.identifier.doi | http://dx.doi.org/10.1007/978-3-642-40846-5_58 | es |
idus.format.extent | 10 | es |
dc.publication.initialPage | 578 | es |
dc.publication.endPage | 587 | es |
dc.relation.publicationplace | Heidelberg | es |
dc.identifier.idus | https://idus.us.es/xmlui/handle/11441/42694 | |
dc.contributor.funder | Ministerio de Ciencia y Tecnología (MCYT). España | |
dc.contributor.funder | Junta de Andalucía | |