Efficient Mining of Frequent Itemsets Using Only One Dynamic Prefix Tree

Frequent itemset mining is a fundamental problem in data mining area because frequent itemsets have been extensively used in reasoning, classifying, clustering, and so on. To mine frequent itemsets, previous algorithms based on a prefix tree structure have to construct many prefix trees, which is ve...

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Bibliographic Details
Main Authors: Jun-Feng Qu, Bo Hang, Zhao Wu, Zhongbo Wu, Qiong Gu, Bo Tang
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9216179/