ComputingComputer ScienceInformation SystemsData MiningData Structure AlgorithmsFrequent Pattern MiningQuery OptimizationQuery ProcessingText MiningAssociation Rule EvaluationAssociation Rule MiningFrequent Itemset Mining
In this paper, we studied the Apriori Algorithm and its performance, which is used to mine association rules. The algorithm for reducing the size of the candidate-itemsets is optimized. Meanwhile, the performance of algorithm is improved to reduce I/O spending by cutting down unnecessary transaction records.
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Data mining: concepts and techniques
Jiawei Han, Micheline Kamber · Choice Reviews Online · 2012 · 28.9K citations
Data Mining - Concepts and Techniques.
Petra Perner · Künstliche Intell. · 2002 · 4.9K citations