Listar Dpto. Automática y Computación - Automatika eta Konputazioa Saila por autor "Lucca, Giancarlo"

Aggregation and pre-aggregation functions in fuzzy rule-based classification systems

Lucca, Giancarlo (2018) Tesis doctoral / Doktoretza tesia

Una manera eficiente de tratar problemas de clasificación, entre otras, es el uso de Sistemas de Clasificación Basados en Reglas Difusas (SCBRDs). Estos sistemas están compuestos por dos componentes principales, la Base ...

d-XC integrals: on the generalization of the expanded form of the Choquet integral by restricted dissimilarity functions and their applications

Wieczynski, Jonata; Fumanal Idocin, Javier

; Lucca, Giancarlo; Borges, Eduardo N.; Asmus, Tiago

; Emmendorfer, Leonardo R.; Bustince Sola, Humberto

; Pereira Dimuro, Graçaliz

(IEEE, 2022) Artículo / Artikulua

Restricted dissimilarity functions (RDFs) were introduced to overcome problems resulting from the adoption of the standard difference. Based on those RDFs, Bustince et al. introduced a generalization of the Choquet integral ...

Pre-aggregation functions: construction and an application

Lucca, Giancarlo; Sanz Delgado, José Antonio

; Pereira Dimuro, Graçaliz

; Bedregal, Benjamin

; Mesiar, Radko; Kolesárová, Anna; Bustince Sola, Humberto

(IEEE, 2015) Artículo / Artikulua

In this work we introduce the notion of preaggregation function. Such a function satisfies the same boundary conditions as an aggregation function, but, instead of requiring monotonicity, only monotonicity along some ...