262 search results - page 9 / 53 » Generalized Closed Itemsets for Association Rule Mining |
107
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ICCS
2007
Springer
15 years 8 months ago
2007
Springer
Traditional association rules mining (ARM) only concerns the frequency of itemsets, which may not bring large amount of profit. Utility mining only focuses on itemsets with high ut...
132
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SDM
2004
SIAM
15 years 3 months ago
2004
SIAM
Most approaches to mining association rules implicitly consider the utilities of the itemsets to be equal. We assume that the utilities of itemsets may differ, and identify the hi...
158
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ITNG
2006
IEEE
15 years 7 months ago
2006
IEEE
We propose a new method, called closed multidimensional sequential pattern mining, for mining multidimensional sequential patterns. The new method is an integration of closed sequ...
109
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APPINF
2003
15 years 3 months ago
2003
Discovering association rules by identifying relationships among sets of items in a transaction database is an important problem in Data Mining. Finding frequent itemsets is compu...
IDA
2009
Springer
14 years 11 months ago
2009
Springer
Abstract. The effective construction of many association rule bases requires the computation of both frequent closed and frequent generator itemsets (FCIs/FGs). However, only few m...