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» Rule Preference Effect in Associative Classification Mining
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KDD
1997
ACM
164views Data Mining» more  KDD 1997»
13 years 9 months ago
Partial Classification Using Association Rules
Kamal Ali, Stefanos Manganaris, Ramakrishnan Srika...
PAKDD
2005
ACM
105views Data Mining» more  PAKDD 2005»
13 years 10 months ago
Threshold Tuning for Improved Classification Association Rule Mining
Frans Coenen, Paul H. Leng, Lu Zhang
ICDM
2007
IEEE
206views Data Mining» more  ICDM 2007»
13 years 11 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
KDD
1998
ACM
136views Data Mining» more  KDD 1998»
13 years 9 months ago
Integrating Classification and Association Rule Mining
Classification rule mining aims to discover a small set of rules in the database that forms an accurate classifier. Association rule mining finds all the rules existing in the dat...
Bing Liu, Wynne Hsu, Yiming Ma
ICDM
2005
IEEE
130views Data Mining» more  ICDM 2005»
13 years 11 months ago
Obtaining Best Parameter Values for Accurate Classification
In this paper we examine the effect that the choice of support and confidence thresholds has on the accuracy of classifiers obtained by Classification Association Rule Mining. ...
Frans Coenen, Paul H. Leng