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PAKDD
2005
ACM
105views Data Mining» more  PAKDD 2005»
13 years 11 months ago
Threshold Tuning for Improved Classification Association Rule Mining
Frans Coenen, Paul H. Leng, Lu Zhang
AUSAI
2004
Springer
13 years 9 months ago
Using Classification to Evaluate the Output of Confidence-Based Association Rule Mining
Abstract. Association rule mining is a data mining technique that reveals interesting relationships in a database. Existing approaches employ different parameters to search for int...
Stefan Mutter, Mark Hall, Eibe Frank
ADMA
2007
Springer
159views Data Mining» more  ADMA 2007»
13 years 12 months ago
A Novel Text Classification Approach Based on Enhanced Association Rule
The current research on association rule based text classification neglected several key problems. First, weights of elements in profile vectors may have much impact on generating ...
Jiangtao Qiu, Changjie Tang, Tao Zeng, Shaojie Qia...
KDD
2003
ACM
190views Data Mining» more  KDD 2003»
14 years 6 months ago
Distance-enhanced association rules for gene expression
We introduce a novel data mining technique for the analysis of gene expression. Gene expression is the effective production of the protein that a gene encodes. We focus on the cha...
Aleksandar Icev, Carolina Ruiz, Elizabeth F. Ryder
FLAIRS
2007
13 years 8 months ago
An Extended Neural Gas Model for Efficient Data Mining Tasks
This paper presents a numerical association rule extraction method that is based on original quality measures which evaluate to what extent a numerical classification model behave...
Jean-Charles Lamirel, Shadi Al Shehabi