2010 · 15 citations · 3 references
ComputingComputer ScienceData ScienceData ManagementData MiningDecision AnalysisCut MiningFrequent Pattern MiningAssociation Rule LearningAssociation Rule MiningFrequent Itemset MiningRule Mining
Cutting data mining is an important method to increase efficiency, discover hidden knowledges in cutting database, and provide guidance for cutting decisions. This paper analyze the Apriori algorithm for association rules mining, and make some improvement for this algorithm based on the features of cutting database. Apriori algorithm is improved to mine association rules in cutting database. The results show that the Apriori algorithm can be efficiently used in cutting data mining, and improved algorithm can achieve expected effect better than traditional algorithm.
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Mining association rules between sets of items in large databases
Rakesh Agrawal, Tomasz Imieliński, Arun Swami · 1993 · 14.8K citations · Full text