Title :
Knowledge reduction approach via quadratic entropy
Author :
Yan, Gao ; Sun, Shibao ; Qin, Keyun
Author_Institution :
Henan Polytech. Univ., China
Abstract :
Quadratic entropy is a measure of information involved in an information system. This paper is devoted to the discussion reduction approach of information systems based on quadratic entropy. The relationship among some kinds of consistent sets was investigated. It is proved that distribution consistent subsets of attributes are quadratic entropy consistent sets and quadratic entropy consistent sets are distribute consistent sets and hence positive region consistent sets.
Keywords :
data mining; decision tables; information systems; rough set theory; distribute consistent set; information system; knowledge reduction; quadratic entropy; rough set; Information entropy; Information systems; Intelligent systems; Rough sets; Set theory; Sun; Rough set; information system; knowledge reduction; quadratic entropy;
Conference_Titel :
Granular Computing, 2005 IEEE International Conference on
Print_ISBN :
0-7803-9017-2
DOI :
10.1109/GRC.2005.1547295