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Frequent pattern mining (FPM) is important in data mining field with Apriori algorithm to be one of the commonly used approaches to solve it. However, Aprori algorithm encounters an issue that the computation time increases dramatically when data size increases and when the threshold is small. Many parallel algorithms have been proposed to speed up the computation using computer clusters or grid systems...
Because of the exponential growth in worldwide information, companies have to deal with an ever growing amount of digital information. One of the most important challenges for data mining is quickly and correctly finding the relationship between data. The Apriori algorithm is the most popular technique in association rules mining; however, when applying this method, a database has to be scanned many...
Various processing methods for association data mining are presently being looked into. Most of them focus on data structure and computation improvement. The data structures usually have a high degree of data compression ratio and can express the original information from the database with integrity. There is also no need to obtain information from the database again. However, not many studies concentrate...
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