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Formal Concept Analysis Based Association Rules Extraction
Generating a huge number of association rules reduces their utility in the decision making process, done by domain experts. In this context, based on the theory of Formal Concept Analysis, we propose to extend the notion of Formal Concept through the generalization of the notion of itemset in order to consider the itemset as an intent, its support as the cardinality of the extent and its relevance which is related to the confidence of rule....
8 p dtu 28/09/2012 226 1
Từ khóa: Computer Science, Computer Science issues, Formal Concept Analysis Based Association Rules Extraction, domain experts, Formal Concept Analysis, association rules, Generating a huge number of association rules