503 search results - page 5 / 101 » Mining the optimal class association rule set |
JCST
2008
13 years 8 months ago
2008
This paper presents some new algorithms to efficiently mine max frequent generalized itemsets (g-itemsets) and essential generalized association rules (g-rules). These are compact ...
KDD
1997
ACM
14 years 10 days 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, ...
WAIM
2000
Springer
14 years 11 days ago
2000
Springer
SDM
2004
SIAM
13 years 10 months ago
2004
SIAM
In this paper we propose a method for grouping and summarizing large sets of association rules according to the items contained in each rule. We use hierarchical clustering to par...
RSFDGRC
2005
Springer
14 years 2 months ago
2005
Springer
Abstract. Association rule algorithms often generate an excessive number of rules, many of which are not significant. It is difficult to determine which rules are more useful, int...