Title :
A rule extraction algorithm of continuous domain decide table
Author :
Liu Wenjun ; Fei, You
Author_Institution :
Changsha Univ. of Sci. & Technol., Changsha, China
Abstract :
First, we classify the objects in continuous domain decision table according to fuzzy clustering; then, combining rough set theory with fuzzy set theory, an attribute reduct algorithm of decision table with continuous attributes is put forward; at last, a rule extraction algorithm is proposed and also the validity of this algorithm is accounted for through an example.
Keywords :
decision tables; fuzzy set theory; knowledge acquisition; pattern clustering; rough set theory; continuous domain decide table; fuzzy clustering; fuzzy set theory; rough set theory; rule extraction algorithm; Classification algorithms; Clustering algorithms; Data mining; Inference algorithms; Presses; Rough sets;
Conference_Titel :
Fuzzy Systems and Knowledge Discovery (FSKD), 2010 Seventh International Conference on
Conference_Location :
Yantai, Shandong
Print_ISBN :
978-1-4244-5931-5
DOI :
10.1109/FSKD.2010.5569749
