DocumentCode
441777
Title
A covering model of granular computing
Author
Ma, Jian-min ; Zhang, Wen-xiu ; Li, Tong-jun
Author_Institution
Fac. of Sci., Xi´´an Jiaotong Univ., China
Volume
3
fYear
2005
fDate
18-21 Aug. 2005
Firstpage
1625
Abstract
This paper is mainly to study a covering model of granular computing in a set-theoretic setting. The model is based on the assumption that a finite set of universe is granulated through a family of overlapping granules based on a reflexive relation. Two operations, called zooming-in and zooming-out operations, are used to study connections between the elements of a universe and the elements of a granulated universe, as well as connections between computations in the two universes.
Keywords
approximation theory; data mining; set theory; covering model; granular computing; overlapping granules; reflexive relation; set theory; zooming-in; zooming-out; Artificial intelligence; Concrete; Cybernetics; Deductive databases; Educational institutions; Electronic mail; Machine learning; Oceans; Set theory; Granular computing; approximation; refinement; reflexive relation; zooming-in; zooming-out;
fLanguage
English
Publisher
ieee
Conference_Titel
Machine Learning and Cybernetics, 2005. Proceedings of 2005 International Conference on
Conference_Location
Guangzhou, China
Print_ISBN
0-7803-9091-1
Type
conf
DOI
10.1109/ICMLC.2005.1527205
Filename
1527205
Link To Document