An Association Rules Algorithm Based on Biclustering

Existing association rules mining algorithm for small scale data have good results, but with a lot of data collection and storage, will greatly reduce the efficiency of the existing algorithm. In this paper transformed association rules problem into Biclustering problem, complete association rule mi...

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Hauptverfasser:	Min Zhang, Wenhang Ge, Yu Hou
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Algorithm design and analysis Association rules biclustering Clustering algorithms equivalent model frequent itemset Itemsets Matrix converters
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Beschreibung
Zusammenfassung:	Existing association rules mining algorithm for small scale data have good results, but with a lot of data collection and storage, will greatly reduce the efficiency of the existing algorithm. In this paper transformed association rules problem into Biclustering problem, complete association rule mining well, its efficiency and complexity of the issues is lower than the Apriori algorithm.
DOI:	10.1109/CSE.2011.107