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A PROPOSAL OF FUZZY MULTIDIMENSIONAL ASSOCIATION RULES

Jurnal Informatika

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Title A PROPOSAL OF FUZZY MULTIDIMENSIONAL ASSOCIATION RULES
 
Creator Intan, Rolly
 
Subject Multidimensional Association rules, Inter- dimension Association Rules, Data Mining, Fuzzy Sets.
 
Description Association rules that involve two or more dimensions or predicates can be referred as multidimensional association rules. Rather than searching for frequent itemsets (as is done in mining single-dimensional association rules), in multidimensional association rules, we search for frequent predicate sets. In general, there are two types of multidimensional association rules, namely interdimension association rules and hybrid-dimension association rules. Interdimension association rules are multidimensional association rules with no repeated predicates. This paper introduces a method for generating interdimension association rules. A more meaningful association rules can be provided by generalizing crisp value of attributes to be fuzzy value. To generate the multidimensional association rules implying fuzzy value, this paper introduces an alternative method for mining the rules by searching for the predicate sets.
 
Publisher Institute of Research and Community Outreach - Petra Christian University
 
Contributor —
 
Date 2007-02-01
 
Type info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
—
 
Format application/pdf
 
Identifier http://jurnalinformatika.petra.ac.id/index.php/inf/article/view/16558
10.9744/informatika.7.2.pp. 85-90
 
Source Jurnal Informatika; Vol 7, No 2 (2006): NOVEMBER 2006; pp. 85-90
2528-5823
1411-0105
 
Language eng
 
Relation http://jurnalinformatika.petra.ac.id/index.php/inf/article/view/16558/16550