235 search results - page 1 / 47 » A New Approach of Eliminating Redundant Association Rules |
DEXA
2004
Springer
13 years 10 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
13 years 5 months ago
2008
DSS
2006
13 years 5 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...
JCST
2008
13 years 4 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
2000
ACM
13 years 8 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...