DocumentCode :
525772
Title :
Research of reduct algorithm based on functional dependency
Author :
Zhang, Baowei ; Qian, Shenyi ; Wei, Chunxue
Author_Institution :
Sch. of Comput. & Commun. Eng., Zheng Zhou Univ. of Light Ind., Zheng Zhou, China
Volume :
2
fYear :
2010
fDate :
12-13 June 2010
Firstpage :
312
Lastpage :
315
Abstract :
In real application of relation databases, schema of database is pre-defined, of which is not made the best sufficiently in methods to mine rules from database. This paper starts from the new theory to mine classification rules - rough set theory, and create the relationship between the core concept in rough set theory - dispensable property of attributes and the core concept in database schema - functional dependence. Based on the relationship, reducts in rough set theory can be seen as the minimal attribute set that does not contain any functional dependence. We also present the algorithm to retrieve reduct, and prove the correctness.
Keywords :
data mining; relational databases; rough set theory; classification rules mining; functional dependency; reduct algorithm; relation databases; rough set theory; Presses; Dispensable Property; Functional Dependency; Rough Set Theory; Smallest Producing Formulae;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Computer and Communication Technologies in Agriculture Engineering (CCTAE), 2010 International Conference On
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-6944-4
Type :
conf
DOI :
10.1109/CCTAE.2010.5543312
Filename :
5543312
Link To Document :
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