Incremental Association Rule Mining With a Fast Incremental Updating Frequent Pattern Growth Algorithm

Incremental Association Rule Mining With a Fast Incremental Updating Frequent Pattern Growth Algorithm

One of the most challenging tasks in association rule mining is that when a new incremental database is added to an original database, some existing frequent itemsets may become infrequent itemsets and vice versa. As a result, some previous association rules may become invalid and some new associati...

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Bibliographic Details
Main Authors: Wannasiri Thurachon, Worapoj Kreesuradej
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
Association rule mining
data mining
FP-tree
FP-growth
FPISC-tree
frequent itemset mining
Online Access:https://ieeexplore.ieee.org/document/9399130/

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