Structuring probabilistic data by Galois lattices

In this paper we address the problem of organising probabilistic data by Galois concept lattices. Two lattices are proposed, the union lattice and the intersection lattice, corresponding to two distinct semantics, by choosing accordingly the join and meet operators. A new algorithm is proposed to co...

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Publicat a:URI:https://journals.openedition.org/msh,
Autors principals: Brito, Paula, Polaillon, Géraldine
Format: Article ou chapitre numérique
Idioma:Anglais
Publicat: Mathématiques et sciences humaines 2006
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Accés en línia:Accès Université d'Orléans et IFPM
Accès Université d'Orléans et IFPM
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Sumari:In this paper we address the problem of organising probabilistic data by Galois concept lattices. Two lattices are proposed, the union lattice and the intersection lattice, corresponding to two distinct semantics, by choosing accordingly the join and meet operators. A new algorithm is proposed to construct the concept lattice. Two real data examples illustrate the presented approach.