PAKDD
13 years 11 months ago
2004 ACM 
In many real world applications, systematic analysis of rare events, such as credit card frauds and adverse drug reactions, is very important. Their low occurrence rate in large da...
PAKDD
13 years 11 months ago
2004 ACM
Generic ensemble methods can achieve excellent learning performance, but are not good candidates for active learning because of their different design purposes. We investigate how...
PAKDD
13 years 11 months ago
2004 ACM 
Abstract. In the context of mining frequent itemsets, numerous strategies have been proposed to push several types of constraints within the most well known algorithms. In this pap...
PAKDD
13 years 11 months ago
2004 ACM
This paper presents a new prediction model for predicting when an online customer leaves a current page and which next Web page the customer will visit. The model can forecast the ...
PAKDD
13 years 11 months ago
2004 ACM
Although the task of mining association rules has received considerable attention in the literature, algorithms to find time association rules are often inadequate, by either miss...
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Data Mining