94 search results - page 6 / 19 » Efficient Frequent Itemsets Mining by Sampling |
FSKD
2005
Springer
15 years 2 months ago
2005
Springer
The value of the itemset share is one way of evaluating the magnitude of an itemset. From business perspective, itemset share values reflect more the significance of itemsets for m...
SIGCOMM
2010
ACM
14 years 9 months ago
2010
ACM
Finding the root-cause of a network security anomaly is essential for network operators. In our recent work [1, 5], we introduced a generic technique that uses frequent itemset mi...
102
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DAWAK
2010
Springer
14 years 10 months ago
2010
Springer
Mining of frequent closed itemsets has been shown to be more efficient than mining frequent itemsets for generating non-redundant association rules. The task is challenging in data...
IDA
2009
Springer
14 years 7 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...
101
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KAIS
2008
14 years 9 months ago
2008
The increasing prominence of data streams arising in a wide range of advanced applications such as fraud detection and trend learning has led to the study of online mining of freq...