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Latest Survey on Periodic Frequent Pattern Mining in Data Mining

Author(s):

Ms. Priyal J. Akbari , Atmiya institute of technology & science; Ms. Debalina A. Nandy, Atmiya institute of technology & science

Keywords:

Data Mining, Knowledge Discovery, Frequent Pattern, Interesting Patterns, Periodic Frequent Pattern, Pattern Mining, Transactional Database, Period, Periodicity

Abstract

Since mining frequent patterns from transactional databases involves an exponential mining space and generates a huge number of patterns, efficient discovery of user interest based frequent pattern set becomes the first priority for mining algorithm. A frequent pattern can be said periodic frequent if it appears at a regular interval given by user in given database. The novel concept of mining frequent patterns from databases. It can be mine using an efficient tree based structure, called periodic frequent pattern tree, that captures the database contents in highly compact manner and enables a pattern growth mining techniques to generate the complete set of periodic-frequent patterns.

Other Details

Paper ID: IJSRDV5I120556
Published in: Volume : 5, Issue : 12
Publication Date: 01/03/2018
Page(s): 879-881

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