Title :
The relationships between the inclusion degree and measures on rough set data analysis based on regular probability spaces
Author :
Tsang, Eric C C ; Yang, Wen-Xia ; Chen, De-Gang
Author_Institution :
Dept. of Comput., Hong Kong Polytech. Univ., Kowloon
Abstract :
Rough set data analysis is one of the main application techniques arising from rough set theory. In this paper we first give a concept of inclusion degree and introduce some measures on rough set in probability spaces. Then we establish several important relationships between the inclusion degree and these measures. Finally, we get one conclusion that these measures can be reduced to the inclusion degree by using mathematical reasoning.
Keywords :
probability; rough set theory; inclusion degree; mathematical reasoning; regular probability spaces; rough set data analysis; Cybernetics; Data analysis; Extraterrestrial measurements; Machine learning; Mathematics; Physics computing; Probability distribution; Rough sets; Set theory; Data analysis; Inclusion degree; Measure; Regular probability spaces; Rough sets;
Conference_Titel :
Machine Learning and Cybernetics, 2008 International Conference on
Print_ISBN :
978-1-4244-2095-7
Electronic_ISBN :
978-1-4244-2096-4
DOI :
10.1109/ICMLC.2008.4620810
