262 search results - page 7 / 53 » Generalized Closed Itemsets for Association Rule Mining |
DEBU
1998
14 years 11 months ago
1998
This paper provides a survey of the itemset method for association rule generation. The paper discusses past research on the topic and also studies the relevance and importance of...
KDD
2004
ACM
16 years 2 days ago
2004
ACM
The paper presents a method for pruning frequent itemsets based on background knowledge represented by a Bayesian network. The interestingness of an itemset is defined as the abso...
IJCNN
2007
IEEE
15 years 6 months ago
2007
IEEE
— Association Rule Mining is a thoroughly studied problem in Data Mining. Its solution has been aimed for by approaches based on different strategies involving, for instance, the...
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IDEAL
2004
Springer
15 years 5 months ago
2004
Springer
In this paper, we present PRICES, an efficient algorithm for mining association rules, which first identifies all large itemsets and then generates association rules. Our approach ...
ICDM
2006
IEEE
15 years 5 months ago
2006
IEEE
This paper proposes a novel research dimension in the field of data mining, which is mining the future data before its arrival, or in other words: predicting association rules ahe...