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As time advances new transactions are added to the databases. The extensive amounts of knowledge and data stored in databases require the development of specialized tools for storing and accessing of data, data analysis and effective use of stored knowledge of data. An incremental association rule discovery can create an intelligent environment such that new information or knowledge such as changing...
Association rules mining (ARM) algorithms have been extensively researched in the last decade. Therefore, numerous algorithms were proposed to discover frequent itemsets and then mine association rules. This paper will present an efficient ARM algorithm by proposing a new technique to generate association rules from a huge set of items, which depends on the concepts of clustering and graph data structure,...
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