Linguistic knowledge base simplification regarding accuracy and interpretability.

Título inglés	Linguistic knowledge base simplification regarding accuracy and interpretability.
Título español	Simplificación de bases de conocimiento lingüistico en lo relativo a precisión e interpretabilidad.
Autor/es	Alonso, José M. ; Magdalena, Luis ; Guillaume, Serge
Organización	Europ. Cent. Soft Comput., Mieres (Asturias), España;Cemagref, Montpellier, Francia
Revista	1134-5632
Publicación	2006, 13 (3): 203-216, 17 Ref.
Tipo de documento	articulo
Idioma	Inglés
Resumen inglés	This work proposes a new method in order to simplify linguistic knowledge bases. The main goal consists of improving simultaneously accuracy and interpretability when it is possible, or at least ensuring a good trade-off between them, as well as consistency of the final knowledge base. It is used with linguistic rules which can be defined by expert, induced by data, or both of them. The simplification process is applied to the well known wine classification problem. The results are encouraging.
Clasificación UNESCO	120312 ; 110208
Palabras clave español	Bases de datos ; Bases de conocimiento ; Lógica difusa
Código Z-Math	Zbl pre05180981
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