Title :
A method for reducing information systems with binary data by rough sets
Author :
Tanaka, Hideo ; Koyama, Kenichi ; Maeda, Yutaka
Author_Institution :
Dept. of Ind. Eng., Osaka Prefecture Univ., Japan
Abstract :
We propose a new method of reducing information systems by converting given data into binary data. The proposed method can reduce not only the number of attributes but also the number of divisions of attributes. Since the number of divisions of some attributes can be reduced by this method, it is useful for discussing divisions of an attribute space
Keywords :
database theory; fuzzy set theory; knowledge based systems; attribute space; binary data; information systems; rough sets; Art; Cardiac disease; Data analysis; Industrial engineering; Information systems; Medical control systems; Medical diagnostic imaging; Medical tests; Rough sets; Tires;
Conference_Titel :
Fuzzy Systems, 1996., Proceedings of the Fifth IEEE International Conference on
Conference_Location :
New Orleans, LA
Print_ISBN :
0-7803-3645-3
DOI :
10.1109/FUZZY.1996.552275
