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» Efficient search for association rules
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KDD
2000
ACM
87views Data Mining» more  KDD 2000»
13 years 8 months ago
Efficient search for association rules
Geoffrey I. Webb
AUSAI
2001
Springer
13 years 8 months ago
Further Pruning for Efficient Association Rule Discovery
The Apriori algorithm's frequent itemset approach has become the standard approach to discovering association rules. However, the computation requirements of the frequent item...
Songmao Zhang, Geoffrey I. Webb
ICDE
2001
IEEE
141views Database» more  ICDE 2001»
14 years 6 months ago
TAR: Temporal Association Rules on Evolving Numerical Attributes
Data mining has been an area of increasing interests during recent years. The association rule discovery problem in particular has been widely studied. However, there are still so...
Wei Wang 0010, Jiong Yang, Richard R. Muntz
DMIN
2006
126views Data Mining» more  DMIN 2006»
13 years 6 months ago
An Algorithm for the Discovery of Arbitrary Length Ordinal Association Rules
Association rule mining techniques are used to search attribute-value pairs that occur frequently together in a data set. Ordinal association rules are a particular type of associa...
Alina Campan, Gabriela Serban, Traian Marius Truta...
CORR
2010
Springer
172views Education» more  CORR 2010»
13 years 3 months ago
Integrating User's Domain Knowledge with Association Rule Mining
This paper presents a variation of Apriori algorithm that includes the role of domain expert to guide and speed up the overall knowledge discovery task. Usually, the user is inter...
Vikram Singh, Sapna Nagpal