The improvement of PHP algorithm for association rules

The first step of detecting relating rule is a process at the cost of much system resource, so the total performance of detecting relating rule is determined by this step. The main goal of existing algorithms at present is focused on the efficiency of this step. DHP and PHP are included in those alg...

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Bibliographic Details
Published in2010 2nd International Asia Conference on Informatics in Control, Automation and Robotics (CAR 2010) Vol. 3; pp. 404 - 407
Main Authors Yang Huansong, Qin Suntao
Format Conference Proceeding
LanguageEnglish
Published IEEE 01.03.2010
Subjects
Asia
Association rules
Automatic control
Control systems
Data digging
Data mining
Improved
Informatics
Itemsets
PHP algorithm
Robot control
Robotics and automation
Online AccessGet full text
ISBN1424451922
9781424451920
ISSN1948-3414
DOI10.1109/CAR.2010.5456721

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Summary:The first step of detecting relating rule is a process at the cost of much system resource, so the total performance of detecting relating rule is determined by this step. The main goal of existing algorithms at present is focused on the efficiency of this step. DHP and PHP are included in those algorithms and these two algorithms are the transmutations of Apriori algorithm to improve its validity. PHP is developed based on DHP and it saves the CPU running time of DHP effectively. It is useful in improving the efficiency of detecting relating rule in commercial database by developing PHP algorithms to reduce the CPU calculating time.
ISBN:1424451922
9781424451920
ISSN:1948-3414
DOI:10.1109/CAR.2010.5456721