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» Integrating Classification and Association Rule Mining
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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
AIIA
2005
Springer
13 years 10 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
DSS
2006
129views more  DSS 2006»
13 years 5 months ago
A new approach to classification based on association rule mining
Classification is one of the key issues in the fields of decision sciences and knowledge discovery. This paper presents a new approach for constructing a classifier, based on an e...
Guoqing Chen, Hongyan Liu, Lan Yu, Qiang Wei, Xing...
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