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» MCAR: multi-class classification based on association rule
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IMECS
2007
14 years 10 months ago
A New Class Based Associative Classification Algorithm
—applying the association rule into classification can improve the accuracy and obtain some valuable rules and information that cannot be captured by other classification approac...
Zhonghua Tang, Qin Liao
KBS
2008
80views more  KBS 2008»
14 years 9 months ago
CSMC: A combination strategy for multi-class classification based on multiple association rules
Ye-Zheng Liu, Yuan-Chun Jiang, Xiao Liu, Shanlin Y...
KDD
1998
ACM
136views Data Mining» more  KDD 1998»
15 years 1 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
JIIS
2006
100views more  JIIS 2006»
14 years 9 months ago
Spatial associative classification: propositional vs structural approach
Spatial associative classification takes advantage of employing association rules for spatial classification purposes. In this work, we investigate spatial associative classificati...
Michelangelo Ceci, Annalisa Appice
AIIA
2005
Springer
15 years 3 months ago
Mining Relational Association Rules for Propositional Classification
In traditional classification setting, training data are represented as a single table, where each row corresponds to an example and each column to a predictor variable or the targ...
Annalisa Appice, Michelangelo Ceci, Donato Malerba