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» Set-Oriented Mining for Association Rules in Relational Data...
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SDM
2011
SIAM
230views Data Mining» more  SDM 2011»
14 years 4 months ago
Multidimensional Association Rules in Boolean Tensors
Popular data mining methods support knowledge discovery from patterns that hold in binary relations. We study the generalization of association rule mining within arbitrary n-ary ...
Kim-Ngan Nguyen, Loïc Cerf, Marc Plantevit, J...
ICDE
1998
IEEE
89views Database» more  ICDE 1998»
16 years 2 months ago
Mining Association Rules: Anti-Skew Algorithms
Jun-Lin Lin, Margaret H. Dunham
CIMCA
2005
IEEE
15 years 6 months ago
Mining for Useful Association Rules Using the ATMS
Association rule mining has made many achievements in the area of knowledge discovery in databases. Recent years, the quality of the extracted association rules has drawn more and...
Yue Xu, Yuefeng Li
IDA
2002
Springer
15 years 1 months ago
Optimization of association rule mining queries
Levelwise algorithms (e.g., the Apriori algorithm) have been proved eective for association rule mining from sparse data. However, in many practical applications, the computation ...
Baptiste Jeudy, Jean-François Boulicaut