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Survey Paper | Computer Science & Engineering | India | Volume 3 Issue 12, December 2014 | Popularity: 6.3 / 10

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Survey on Itemset Mining from Transactional Database

Anjali N. Radkar, S. S. Pawar

Abstract: Itemset mining is an important task in data mining. Discovering useful patterns hidden in a database plays an essential role in several data mining tasks, such as frequent itemset mining, weighted frequent itemset mining and high utility itemset mining. Frequent itemset mining extracts items without consideration of users interest. Weighted itemset mining considers weights of an item to get most useful itemsets. Utility mining is an emerging area in itemset mining. It considers both quantity and profit an item to extract high utility items. Lot of research work done in itemset mining. Now a day, more focus is on utility itemset mining. This paper surveys approaches of frequent itemset mining, weighted frequent itemset mining and utility itemset mining.

Keywords: Data Mining, Candidate Itemset, Frequent Itemset Mining, Weighted Frequent Itemset Mining, Utility Itemset Mining, On-shelf utility mining

Edition: Volume 3 Issue 12, December 2014

Pages: 1540 - 1544

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