Value reduction in rough sets based on Apriori algorithm

Author(s):  
Yuliang Ma ◽  
Zhizeng Luo
Keyword(s):  
Author(s):  
María C. Fernández-Baizán ◽  
Ernestina >Menasalvas Ruiz ◽  
José M. Peña Sánchez ◽  
Juan Francisco Martínez Sarrías ◽  
Socorro Millán
Keyword(s):  

Author(s):  
Hiroshi Sakai ◽  
Kao-Yi Shen ◽  
Michinori Nakata ◽  
◽  
◽  
...  

This paper focuses on two Apriori-based rule generators. The first is the rule generator in Prolog and C, and the second is the one in SQL. They are namedApriori in PrologandApriori in SQL, respectively. Each rule generator is based on the Apriori algorithm. However, each rule generator has its own properties. Apriori in Prolog employs the equivalence classes defined by table data sets and follows the framework of rough sets. On the other hand, Apriori in SQL employs a search for rule generation and does not make use of equivalence classes. This paper clarifies the properties of these two rule generators and considers effective applications of each to existing data sets.


1999 ◽  
Vol 04 (01) ◽  
Author(s):  
C. Zopounidis ◽  
M. Doumpos ◽  
R. Slowinski ◽  
R. Susmaga ◽  
A. I. Dimitras

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