DocumentCode
477548
Title
Grey Measurement Based on Rough Set Granule Calculations
Author
Liu, Jian ; Huang, Zhili ; Wu, Shunxiang ; Chen, Ruiyi
Author_Institution
Dept. of Autom., Xiamen Univ., Xiamen
Volume
1
fYear
2008
fDate
20-22 Oct. 2008
Firstpage
777
Lastpage
781
Abstract
This paper put the rough set methodology based on the information table disposal to expand the dual (binary) relations described by the neighborhood system. To make full use of logic operations including AND operation by-bit, XOR operation by-bit and NOR operation by-bit, gains the certain and uncertain information among the various decision-making factors. The use of knowledge related with Grey system theory, establishes their mathematical model for decision making and data mining, according to the principle of the priority of certain information in decision-making and the ambiguity degree from small to big. At last, a new method for data mining is proposed by the use of combining grey system theory and Rough set.
Keywords
data mining; decision making; grey systems; rough set theory; AND operation by-bit; NOR operation by-bit; XOR operation by-bit; data mining method; decision-making factor; grey measurement; grey system theory; information table disposal; mathematical model; rough set granule calculation; Algebra; Automation; Control systems; Data mining; Decision making; Fuzzy sets; Image analysis; Logic; Rough sets; Uncertainty; Rough set; ambiguity degree; dual relations; grey system;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Computation Technology and Automation (ICICTA), 2008 International Conference on
Conference_Location
Hunan
Print_ISBN
978-0-7695-3357-5
Type
conf
DOI
10.1109/ICICTA.2008.22
Filename
4659593
Link To Document