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RSFDGRC
2005
Springer
110views Data Mining» more  RSFDGRC 2005»
14 years 4 months ago
A Rough Set Based Model to Rank the Importance of Association Rules
Abstract. Association rule algorithms often generate an excessive number of rules, many of which are not significant. It is difficult to determine which rules are more useful, int...
Jiye Li, Nick Cercone
CORR
2008
Springer
55views Education» more  CORR 2008»
13 years 11 months ago
Selective association rule generation
Michael Hahsler, Christian Buchta, Kurt Hornik
JMLR
2010
116views more  JMLR 2010»
13 years 5 months ago
Feature Selection, Association Rules Network and Theory Building
As the size and dimensionality of data sets increase, the task of feature selection has become increasingly important. In this paper we demonstrate how association rules can be us...
Sanjay Chawla
ICDM
2007
IEEE
206views Data Mining» more  ICDM 2007»
14 years 5 months ago
A Novel Rule Weighting Approach in Classification Association Rule Mining
Classification Association Rule Mining (CARM) is a recent Classification Rule Mining (CRM) approach that builds an Association Rule Mining (ARM) based classifier using Classificat...
Yanbo J. Wang, Qin Xin, Frans Coenen
WWW
2005
ACM
14 years 11 months ago
XAR-miner: efficient association rules mining for XML data
In this paper, we propose a framework, called XAR-Miner, for mining ARs from XML documents efficiently. In XAR-Miner, raw data in the XML document are first preprocessed to transf...
Sheng Zhang, Ji Zhang, Han Liu, Wei Wang