Title :
Interrelationship mining from a viewpoint of rough sets on two universes
Author :
Kudo, Yasuo ; Murai, Takashi
Author_Institution :
Coll. of Inf. & Syst., Muroran Inst. of Technol., Muroran, Japan
Abstract :
We discuss connections between the interrelationship mining, proposed by the authors, and rough sets on two universes. The interrelationship mining enable us to extract characteristics based on comparison between values of different attributes. Rough sets on two universes is an theoretical extension of the original rough sets by considering connection between two universes. In this paper, we point out that interrelationship between different attributes in the interrelationship mining is representable by a variant of rough sets on two universes.
Keywords :
rough set theory; interrelationship mining; rough sets; two universes; Approximation methods; Data mining; Educational institutions; Electronic mail; Equations; Rough sets; interrelationship mining; rough set on two universes;
Conference_Titel :
Granular Computing (GrC), 2014 IEEE International Conference on
Conference_Location :
Noboribetsu
DOI :
10.1109/GRC.2014.6982822