Characterization of Database Dependencies with FCA and Pattern StructuresReport as inadecuate




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1 Departament de Llenguatges i Sistemes Informatics LSI - Llenguatges i Sistemes Informàtics 2 DM2L - Data Mining and Machine Learning LIRIS - Laboratoire d-InfoRmatique en Image et Systèmes d-information 3 ORPAILLEUR - Knowledge representation, reasonning Inria Nancy - Grand Est, LORIA - NLPKD - Department of Natural Language Processing & Knowledge Discovery

Abstract : In this review paper, we present some recent results on the characterization of Functional Dependencies and variations with the formalism of Pattern Structures and Formal Concept Analysis. Although these dependencies have been paramount in database theory, they have been used in different fields: artificial intelligence and knowledge discovery, among others.

Keywords : Attribute implications data dependencies data analysis formal concept analysis pattern structures





Author: Jaume Baixeries - Mehdi Kaytoue - Amedeo Napoli -

Source: https://hal.archives-ouvertes.fr/



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