Mining Productive Itemsets in Dynamic Databases

Mining Productive Itemsets in Dynamic Databases

Discovering frequent itemsets is a data analysis task used in numerous domains. It consists of finding sets of items (itemsets) that frequently appear in a set of database records (also called transactions). Though discovering frequent itemsets is useful, it can produce a large amount of spurious pa...

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Bibliographic Details
Main Authors: Xiang Li, Jiaxuan Li, Philippe Fournier-Viger, M. Saqib Nawaz, Jie Yao, Jerry Chun-Wei Lin
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Dynamic database
itemset mining
nonredundant itemsets
productive itemsets
query-tree
significant patterns
Online Access:https://ieeexplore.ieee.org/document/9152010/

Internet

https://ieeexplore.ieee.org/document/9152010/

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