Title :
Rule induction from two decision tables based on rough sets
Author :
Zhang, Yan ; Zhang, Xuefeng ; Zhu, Feng
Author_Institution :
Sch. of Comput. & Commun. Eng., Liaoning Shihua Univ., Fushun, China
Abstract :
In this paper, rule induction from several decision tables based on rough set analysis is studied. First, the traditional method of rule induction based on rough sets and the combination rule of several decision rules are given. In the same decision table, different determination factors from different aspects of the extraction methods in this article have been discussed and the corresponding conclusions are given. From the two decision making table to extract rules is also discussed. At last, an example is given to verify the feasibility.
Keywords :
decision theory; set theory; decision rules; decision table; rough set analysis; rule extraction methods; rule induction method; Data mining; Decision making; Information systems; Rough sets; Set theory; decision level; rough set; rule induction; two decision tables;
Conference_Titel :
Control and Decision Conference, 2009. CCDC '09. Chinese
Conference_Location :
Guilin
Print_ISBN :
978-1-4244-2722-2
Electronic_ISBN :
978-1-4244-2723-9
DOI :
10.1109/CCDC.2009.5195282