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
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;
Conference_Titel :
Intelligent Computation Technology and Automation (ICICTA), 2008 International Conference on
Conference_Location :
Hunan
Print_ISBN :
978-0-7695-3357-5
DOI :
10.1109/ICICTA.2008.22