33 search results - page 1 / 7 » Classification Based on Consistent Itemset Rules |
MLDM
2008
Springer
13 years 4 months ago
2008
Springer
Abstract. We propose an approach to build a classifier composing consistent (100% confident) rules. Recently, associative classifiers that utilize association rules have been widel...
ICPR
2008
IEEE
13 years 11 months ago
2008
IEEE
DSS
2006
13 years 4 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...
DAWAK
2010
Springer
13 years 5 months ago
2010
Springer
Mining of frequent closed itemsets has been shown to be more efficient than mining frequent itemsets for generating non-redundant association rules. The task is challenging in data...
ADMA
2007
Springer
13 years 10 months ago
2007
Springer
The current research on association rule based text classification neglected several key problems. First, weights of elements in profile vectors may have much impact on generating ...