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软件学报  2001 

Efficient Algorithms for Mining Fuzzy Rules in Large Relational Databases
关系数据库中模糊规则的快速挖掘算法

Keywords: fuzzy concept,fuzzy association rule,fuzzy sequential rule
模糊概念
,模糊关联规则,模糊时序规则

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Abstract:

Mining association rules and sequential rules from large databases is an important task of data mining. Previous work is focused on definite and accurate concepts, which may not be concise and meaningful enough for human experts to easily obtain nontrivial knowledge from the rules discovered. The definition of fuzzy concepts is based on fuzzy set theory, which is especially useful when the discovered rules are presented to human experts for examination. In this paper, algorithms are presented for discovered rules are presented to guman experts for examination.In this paper,algorithms are presentrd for discovering fuzzy association rules and fuzzy sequential rules expressed by fuzzy concepts from large relational databases.

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