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
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