Signature-based Tree for Finding Frequent Itemsets

The efficiency of a data mining process depends on the data structure used to find frequent itemsets. Two approaches are possible: use the original transaction dataset or transform it into another more compact structure. Many algorithms use trees as compact structure, like FP-Tree and the associated...

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Bibliographic Details
Main Authors: Mohamed El Hadi Benelhadj, Mohamed Mahmoud Deye, Yahya Slimani
Format: Article
Language:English
Published: Croatian Communications and Information Society (CCIS) 2023-03-01
Series:Journal of Communications Software and Systems
Subjects:
Online Access:https://jcoms.fesb.unist.hr/10.24138/jcomss-2022-0065/