Aggregation tools for the evaluation of classifications
| dc.book.title | Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems (IFSA-SCIS), 2017 Joint 17th World Congress of International | |
| dc.contributor.author | Castiblanco, Fabian | |
| dc.contributor.author | Gómez González, Daniel | |
| dc.contributor.author | Montero De Juan, Francisco Javier | |
| dc.contributor.author | Rodríguez González, Juan Tinguaro | |
| dc.date.accessioned | 2023-06-18T00:22:26Z | |
| dc.date.available | 2023-06-18T00:22:26Z | |
| dc.date.issued | 2017 | |
| dc.description.abstract | This paper focuses on key issues related to aggregation tools within knowledge acquisition, and in particular for image processing. In particular, it is claimed the need of a number of simultaneous indices in order to evaluate the quality of a fuzzy classification (e.g., overlapping, covering and relevance), and that such a family of indices should allow learning, giving a hint on how such a classification can be improved. Our guess is that those indices can be obtained from certain families of well-known aggregation tools. | en |
| dc.description.department | Depto. de Estadística e Investigación Operativa | |
| dc.description.faculty | Fac. de Ciencias Matemáticas | |
| dc.description.refereed | TRUE | |
| dc.description.sponsorship | Ministerio de Economía, Comercio y Empresa (España) | |
| dc.description.sponsorship | Comunidad de Madrid | |
| dc.description.sponsorship | Universidad Complutense de Madrid | |
| dc.description.status | pub | |
| dc.eprint.id | https://eprints.ucm.es/id/eprint/44889 | |
| dc.identifier.citation | Castiblanco, F., Gomez, D., Montero, J., Rodriguez, J.T.: Aggregation tools for the evaluation of classifications. En: 2017 Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems (IFSA-SCIS). pp. 1-5. IEEE, Otsu, Japan (2017) | |
| dc.identifier.doi | 10.1109/IFSA-SCIS.2017.8023242 | |
| dc.identifier.isbn | 978-1-5090-4917-2 | |
| dc.identifier.officialurl | https//doi.org/10.1109/IFSA-SCIS.2017.8023242 | |
| dc.identifier.relatedurl | http://ieeexplore.ieee.org/document/8023242/ | |
| dc.identifier.uri | https://hdl.handle.net/20.500.14352/19471 | |
| dc.language.iso | eng | |
| dc.page.final | 5 | |
| dc.page.initial | 1 | |
| dc.publication.place | Otsu, Japan | |
| dc.publisher | IEEE | |
| dc.relation.projectID | TIN2015-66471-P | |
| dc.relation.projectID | UCM (910149) | |
| dc.relation.projectID | (S2013/ICCE-2945) | |
| dc.rights.accessRights | restricted access | |
| dc.subject.cdu | 510.6 | |
| dc.subject.keyword | Aggregation functions | |
| dc.subject.keyword | Overlap functions | |
| dc.subject.keyword | Grouping functions | |
| dc.subject.keyword | Classification | |
| dc.subject.keyword | Paired fuzzy sets | |
| dc.subject.ucm | Lógica simbólica y matemática (Matemáticas) | |
| dc.subject.unesco | 1102.14 Lógica Simbólica | |
| dc.title | Aggregation tools for the evaluation of classifications | en |
| dc.type | book part | |
| dspace.entity.type | Publication | |
| relation.isAuthorOfPublication | 4dcf8c54-8545-4232-8acf-c163330fd0fe | |
| relation.isAuthorOfPublication | 9e4cf7df-686c-452d-a98e-7b2602e9e0ea | |
| relation.isAuthorOfPublication | ddad170a-793c-4bdc-b983-98d313c81b03 | |
| relation.isAuthorOfPublication.latestForDiscovery | 9e4cf7df-686c-452d-a98e-7b2602e9e0ea |
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