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Towards a generalisation of formal concept analysis for data mining purposes

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dc.affiliation.dptoUC3M. Departamento de Teoría de la Señal y Comunicacioneses
dc.affiliation.grupoinvUC3M. Grupo de Investigación: Procesado Multimediaes
dc.contributor.authorValverde Albacete, Francisco José
dc.contributor.authorPeláez Moreno, Carmen
dc.date.accessioned2008-02-26T09:02:09Z
dc.date.available2008-02-26T09:02:09Z
dc.date.issued2006
dc.description.abstractIn this paper we justify the need for a generalisation of Formal Concept Analysis for the purpose of data mining and begin the synthesis of such theory. For that purpose, we first review semirings and semimodules over semirings as the appropriate objects to use in abstracting the Boolean algebra and the notion of extents and intents, respectively. We later bring to bear powerful theorems developed in the field of linear algebra over idempotent semimodules to try to build a Fundamental Theorem for K-Formal Concept Analysis, where K is a type of idempotent semiring. Finally, we try to put Formal Concept Analysis in new perspective by considering it as a concrete instance of the theory developed.
dc.format.mimetypeapplication/pdf
dc.identifier.bibliographicCitationFormal Concept Analysis. 4th International Conference, ICFCA 2006, Dresden, Germany, February 13-17, 2006. Proceedings. PP. 161-176
dc.identifier.doi10.1007/11671404_11
dc.identifier.isbn978-3-540-32203-0
dc.identifier.issn0302-9743 [print]
dc.identifier.issn1611-3349 [online]
dc.identifier.urihttps://hdl.handle.net/10016/1595
dc.language.isoeng
dc.publisherSpringer Verlag
dc.relation.ispartofseriesLecture Notes on Computer Science
dc.relation.ispartofseriesVolume 3874/2006
dc.relation.publisherversionhttp://www.springerlink.com/content/711903163j132043/fulltext.pdf
dc.relation.publisherversionhttp://dx.doi.org/10.1007/11671404_11
dc.rights.accessRightsopen access
dc.subject.ecienciaTelecomunicaciones
dc.titleTowards a generalisation of formal concept analysis for data mining purposes
dc.typeconference paper*
dc.type.reviewPeerReviewed
dspace.entity.typePublication
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