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ODAM: An optimized distributed association rule mining algorithm | IEEE Journals & Magazine | IEEE Xplore

ODAM: An optimized distributed association rule mining algorithm


Abstract:

Association rule mining is an active data mining research area. However, most ARM algorithms cater to a centralized environment. In contrast to previous ARM algorithms, w...Show More

Abstract:

Association rule mining is an active data mining research area. However, most ARM algorithms cater to a centralized environment. In contrast to previous ARM algorithms, we have developed a distributed algorithm, called optimized distributed association mining, for geographically distributed data sets. ODAM generates support counts of candidate itemsets quicker than the other DARM algorithms and reduces the size of average transactions, data sets, and message exchanges.
Published in: IEEE Distributed Systems Online ( Volume: 5, Issue: 3, 2004)
Date of Publication: 28 June 2004

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