Title :
A Method for Extracting Rules based on Granule Binary Operations
Author :
Zhang, Yongjian ; Wu, Shunxiang
Author_Institution :
Autom. Dept., Xiamen Univ., Xiamen
Abstract :
This paper, based on the relation between granule and binary numeral [8] and the transforming relation between granule computing and binary numeral operations, obtained the rough certainty factor and may affecting scope factor through simple binary bit-operations (ie AND and XOR).Hence, we tried to extract rules in DT automatically. The method we proposed has two advantages: (1) No need to set an artifical standard for extracting rules, and just let the data decide. (2) Computers can easy achieve binary-bit operations, and this enable to extract rules quickly.
Keywords :
artificial intelligence; binary bit-operations; granule binary operations; granule computing; rules extraction; Computational intelligence; Data mining; Design automation; Design methodology; Humans; Image analysis; Image segmentation; Information systems; Natural languages; Set theory;
Conference_Titel :
Computational Intelligence and Design, 2008. ISCID '08. International Symposium on
Conference_Location :
Wuhan
Print_ISBN :
978-0-7695-3311-7
DOI :
10.1109/ISCID.2008.49
