Optimized algorithm for Mining Valid and non-Redundant Rules

DOI

10.2991/iccia.2012.207How to use a DOI?

Keywords

data mining, association rule, correlation, redundancy, efficient,negative

Abstract

The traditional algorithm of mining association rules, or slowly produces association rules, or produces too many redundant rules, or it is probable to find an association rule, which posses high support and confidence, but is uninteresting, and even is false. Furthermore, a rule with negative-item can’t be produced. This paper puts forward a new algorithm MVNR(Mining Valid and non-Redundant Association Rules Algorithm),which primely solves above problems by using the minimal subset of frequent itemset.

Copyright

© 2013, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Naili Liu
AU  - Lei Ma
PY  - 2014/05
DA  - 2014/05
TI  - Optimized algorithm for Mining Valid and non-Redundant Rules
BT  - Proceedings of the 2012 2nd International Conference on Computer and Information Application (ICCIA 2012)
PB  - Atlantis Press
SP  - 851
EP  - 854
SN  - 1951-6851
UR  - https://doi.org/10.2991/iccia.2012.207
DO  - 10.2991/iccia.2012.207
ID  - Liu2014/05
ER  -