235 search results - page 1 / 47 » A New Approach of Eliminating Redundant Association Rules |
DEXA
2004
Springer
15 years 3 months ago
2004
Springer
Two important constraints of association rule mining algorithm are support and confidence. However, such constraints-based algorithms generally produce a large number of redundant ...
DATAMINE
2008
14 years 10 months ago
2008
DSS
2006
14 years 10 months ago
2006
Classification is one of the key issues in the fields of decision sciences and knowledge discovery. This paper presents a new approach for constructing a classifier, based on an e...
86
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JCST
2008
14 years 10 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 ...
113
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KDD
2000
ACM
15 years 1 months ago
2000
ACM
The traditional association rule mining framework produces many redundant rules. The extent of redundancy is a lot larger than previously suspected. We present a new framework for...