262 search results - page 11 / 53 » Generalized Closed Itemsets for Association Rule Mining |
130
Voted
KDD
1997
ACM
15 years 5 months ago
1997
ACM
Discovery of association rules is an important problem in database mining. In this paper we present new algorithms for fast association mining, which scan the database only once, ...
121
Voted
ICCS
2004
Springer
15 years 7 months ago
2004
Springer
In this paper we study two orthogonal extensions of the classical data mining problem of mining association rules, and show how they naturally interact. The first is the extension...
112
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APWEB
2005
Springer
15 years 7 months ago
2005
Springer
Itemset share has been proposed as a measure of the importance of itemsets for mining association rules. The value of the itemset share can provide useful information such as total...
ICMLA
2009
14 years 11 months ago
2009
Abstract--Many studies have shown the limits of support/confidence framework used in Apriori-like algorithms to mine association rules. One solution to cope with this limitation is...
122
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KDD
2008
ACM
16 years 2 months ago
2008
ACM
We present a prototype of an inductive database. Our system enables the user to query not only the data stored in the database but also generalizations (e.g. rules or trees) over ...