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A methodology for maintaining consistency between conceptual interpretations of nested partitions
dc.contributor.author | Sevilla-Villanueva, Beatriz |
dc.contributor.author | Gibert, Karina |
dc.contributor.author | Sànchez-Marrè, Miquel |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament d'Estadística i Investigació Operativa |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament de Ciències de la Computació |
dc.date.accessioned | 2016-11-09T12:25:13Z |
dc.date.issued | 2016-10 |
dc.identifier.citation | Sevilla-Villanueva, Beatriz, Gibert, Karina, Sànchez-Marrè, Miquel. A methodology for maintaining consistency between conceptual interpretations of nested partitions. A: "Artificial Intelligence Research and Development: Proceedings of the 19th International Conference of the Catalan Association for Artificial Intelligence, Barcelona, Catalonia, Spain, October 19-21, 2016". Amsterdam: IOSPress, 2016, p. 147-156. |
dc.identifier.isbn | 978-1-61499-695-8 |
dc.identifier.uri | http://hdl.handle.net/2117/95947 |
dc.description.abstract | The relationship between interpretations of nested partitions is analyzed in this work, since there are multiple situations where a refinement of the original partition arises. As a result, a new methodology NCI-IMS is proposed in order to maintain the consistency between interpretations of nested partitions. This methodology extends a previous methodology that obtains classes’ descriptors by determining the significance’s robustness of the characteristics significance. Then, NCI-IMS takes advantage of the descriptors robustness obtaining a deeper analysis of the relations between superclass’s and subclasses’ descriptors. |
dc.format.extent | 10 p. |
dc.language.iso | eng |
dc.publisher | IOSPress |
dc.rights.uri | http://creativecommons.org/licenses/by-nc-nd/3.0/es/ |
dc.subject | Àrees temàtiques de la UPC::Economia i organització d'empreses |
dc.subject.lcsh | Data mining -- Analysis |
dc.subject.lcsh | Technological innovations |
dc.subject.other | Clustering |
dc.subject.other | Cluster Interpretation |
dc.subject.other | Nested Partitions |
dc.title | A methodology for maintaining consistency between conceptual interpretations of nested partitions |
dc.type | Part of book or chapter of book |
dc.subject.lemac | Mineria de dades |
dc.subject.lemac | Programari -- Desenvolupament |
dc.subject.lemac | Innovacions tecnològiques |
dc.contributor.group | Universitat Politècnica de Catalunya. KEMLG - Grup d'Enginyeria del Coneixement i Aprenentatge Automàtic |
dc.identifier.doi | 10.3233/978-1-61499-696-5-147 |
dc.relation.publisherversion | http://www.iospress.nl/book/artificial-intelligence-research-and-development-13/ |
dc.rights.access | Restricted access - publisher's policy |
local.identifier.drac | 19193416 |
dc.description.version | Postprint (published version) |
dc.date.lift | 10000-01-01 |
local.citation.author | Sevilla-Villanueva, Beatriz; Gibert, Karina; Sànchez-Marrè, Miquel |
local.citation.pubplace | Amsterdam |
local.citation.publicationName | Artificial Intelligence Research and Development: Proceedings of the 19th International Conference of the Catalan Association for Artificial Intelligence, Barcelona, Catalonia, Spain, October 19-21, 2016 |
local.citation.startingPage | 147 |
local.citation.endingPage | 156 |
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