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- W1511902898 abstract "In many applications there is a need to represent a large number of data by clustering them in a hierarchy of classes. Our basic representation is a Galois lattice, a structure that exhaustively represents the whole set of concepts that are distinguishable given the instance set and the representation language. What we propose here is a method to reduce the size of the lattice, and thus simplify our view of the data, while conserving its formal structure and exhaustivity. For that purpose we use a preliminary partition of the instance set, representing the association of a type to each instance. By redefining the notion of extent of a term in order to cope, to a certain degree (denoted as /spl alpha/), with this partition, we define a particular family of Galois lattices denoted as alpha Galois lattices. We also discuss the related implication rules defined as inclusion of such /spl alpha/-extents." @default.
- W1511902898 created "2016-06-24" @default.
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- W1511902898 date "2005-03-31" @default.
- W1511902898 modified "2023-10-18" @default.
- W1511902898 title "Alpha Galois Lattices" @default.
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- W1511902898 doi "https://doi.org/10.1109/icdm.2004.10028" @default.
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