Introducer Concepts in n-Dimensional Contexts - Archive ouverte HAL
Pré-Publication, Document De Travail Année : 2018

Introducer Concepts in n-Dimensional Contexts

Résumé

Concept lattices are well-known conceptual structures that organise interesting patterns—the concepts—extracted from data. In some applications, such as software engineering or data mining, the size of the lattice can be a problem, as it is often too large to be efficiently computed, and too complex to be browsed. For this reason, the Galois Sub-Hierarchy, a restriction of the concept lattice to introducer concepts, has been introduced as a smaller alternative. In this paper, we generalise the Galois Sub-Hierarchy to n-lattices, conceptual structures obtained from multidimensional data in the same way that concept lattices are obtained from binary relations.
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Dates et versions

hal-01706404 , version 1 (11-02-2018)
hal-01706404 , version 2 (01-02-2019)

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Giacomo Kahn, Alexandre Bazin. Introducer Concepts in n-Dimensional Contexts. 2018. ⟨hal-01706404v1⟩
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