We introduce and study new generalizations of some rough set tools. Namely, the extended core, the generalized discernibility function, the discernibility space and the maximum partitioner. All these concepts where firstly introduced during the application of rough set theory to graphs, here we show that they have an interesting and useful interpretation also in the general setting. Indeed, among other results, we prove that reducts can be computed in incremental polynomial time, we give some conditions in order that a partition coincides with an indiscernibility partition of a given information table and we give the conditions such that a discernibility matrix corresponds to an information table.

Chiaselotti, G., Ciucci, D., Gentile, T., Infusino, F. (2016). Generalizations of rough set tools inspired by graph theory. FUNDAMENTA INFORMATICAE, 148(1-2), 207-227 [10.3233/FI-2016-1431].

Generalizations of rough set tools inspired by graph theory

CIUCCI, DAVIDE ELIO
;
GENTILE, TOMMASO
Penultimo
;
2016

Abstract

We introduce and study new generalizations of some rough set tools. Namely, the extended core, the generalized discernibility function, the discernibility space and the maximum partitioner. All these concepts where firstly introduced during the application of rough set theory to graphs, here we show that they have an interesting and useful interpretation also in the general setting. Indeed, among other results, we prove that reducts can be computed in incremental polynomial time, we give some conditions in order that a partition coincides with an indiscernibility partition of a given information table and we give the conditions such that a discernibility matrix corresponds to an information table.
Articolo in rivista - Articolo scientifico
ROUGH SET-THEORY; FORMAL CONCEPT ANALYSIS; SIMPLE GRAPHS; ATTRIBUTE REDUCTION; APPROXIMATIONS; PRECLUSIVITY; HYPERGRAPH; VIEWPOINT; MATROIDS; LATTICE
English
2016
148
1-2
207
227
none
Chiaselotti, G., Ciucci, D., Gentile, T., Infusino, F. (2016). Generalizations of rough set tools inspired by graph theory. FUNDAMENTA INFORMATICAE, 148(1-2), 207-227 [10.3233/FI-2016-1431].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/152109
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