Title :
S-Knowledge Mining and Its Attribute Transfer Dependence
Author :
Hao Xiumei ; Du Yingling
Author_Institution :
Dept. of Stat. & Math., Shandong Finance Inst., Jinan
Abstract :
S-rough sets have dynamic characteristic. Using S-rough sets and the (f, fmacr)-attribute transfer dependence, the concepts of inner mining degree and outer mining degree are presented, and inner and outer transfer dependence of attributes and the value characteristics of knowledge inner and outer mining are discussed. According to the concepts of inner mining degree and outer mining degree, the minimum inner mining degree theorem of inner mining knowledge, the maximum outer mining degree theorem of outer mining knowledge, and the theorem of attributes transfer dependence are given in this paper.
Keywords :
data mining; rough set theory; (f, fmacr)-attribute transfer dependence; S-knowledge mining; S-rough sets; inner mining degree; outer mining degree; Electronic mail; Finance; Fuzzy systems; Knowledge engineering; Knowledge transfer; Mathematics; Rough sets; Statistics; S-knowledge; attribute transfer; mining degree; one direction S-rough sets; the principle of mining dependence;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery, 2008. FSKD '08. Fifth International Conference on
Conference_Location :
Shandong
Print_ISBN :
978-0-7695-3305-6
DOI :
10.1109/FSKD.2008.301