573 search results - page 18 / 115 » Mining Frequent Itemsets from Uncertain Data |
FIMI
2004
13 years 9 months ago
2004
Frequent itemset mining (FIM) is an essential part of association rules mining. Its application for other data mining tasks has also been recognized. It has been an active researc...
CCGRID
2004
IEEE
13 years 11 months ago
2004
IEEE
JIIS
2007
13 years 7 months ago
2007
Mining frequent patterns on streaming data is a new challenging problem for the data mining community since data arrives sequentially in the form of continuous rapid streams. In t...
PKDD
2004
Springer
14 years 1 months ago
2004
Springer
Abstract In this paper we propose a novel parallel algorithm for frequent itemset mining. The algorithm is based on the filter-stream programming model, in which the frequent item...
SDM
2004
SIAM
13 years 9 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...