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Utility mining discovers the most profitable item in transaction database which is of great importance in the upgrade of revenue. There are various algorithms for mining the high utility itemset such as CTU-PRO, two phase and also UMMI algorithm. These algorithms mine the high utility itemset in an efficient way, but they do not reflect the fuzzy degree of purchased quantity which is essential for making decision in various applications like sales analysis and stock control.
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