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» Effective elimination of redundant association rules
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DATAMINE
2008
67views more  DATAMINE 2008»
13 years 5 months ago
Effective elimination of redundant association rules
James Cheng, Yiping Ke, Wilfred Ng
DEXA
2004
Springer
153views Database» more  DEXA 2004»
13 years 10 months ago
A New Approach of Eliminating Redundant Association Rules
Two important constraints of association rule mining algorithm are support and confidence. However, such constraints-based algorithms generally produce a large number of redundant ...
Mafruz Zaman Ashrafi, David Taniar, Kate A. Smith
ICDE
1998
IEEE
103views Database» more  ICDE 1998»
14 years 6 months ago
Online Generation of Association Rules
We have a large database consisting of sales transactions. We investigate the problem of online mining of association rules in this large database. We show how to preprocess the d...
Charu C. Aggarwal, Philip S. Yu
DATAMINE
2007
101views more  DATAMINE 2007»
13 years 4 months ago
Using metarules to organize and group discovered association rules
The high dimensionality of massive data results in the discovery of a large number of association rules. The huge number of rules makes it difficult to interpret and react to all ...
Abdelaziz Berrado, George C. Runger
KBS
2002
88views more  KBS 2002»
13 years 4 months ago
Mining the optimal class association rule set
We define an optimal class association rule set to be the minimum rule set with the same predictive power of the complete class association rule set. Using this rule set instead o...
Jiuyong Li, Hong Shen, Rodney W. Topor