Better Rulesets by Removing Redundant Specialisations and Generalisations in Association Rule Mining

Association rule mining is a fundamental task in many data mining and analysis applications, both for knowledge extraction and as part of other processes (for example, building associative classifiers). It is well known that the number of associations identified by many association rule mining algor...

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Bibliographic Details
Main Authors: Henry Petersen, Josiah Poon, Simon Poon, Clement Loy
Format: Article
Language:English
Published: Australasian Association for Information Systems 2017-11-01
Series:Australasian Journal of Information Systems
Subjects:
Online Access:http://journal.acs.org.au/index.php/ajis/article/view/1542