411 search results - page 23 / 83 » A new approach to classification based on association rule m... |
KBS
2006
13 years 7 months ago
2006
One major goal for data mining is to understand data. Rule based methods are better than other methods in making mining results comprehensible. However, the current rule based cla...
SDM
2004
SIAM
13 years 9 months ago
2004
SIAM
Most approaches to mining association rules implicitly consider the utilities of the itemsets to be equal. We assume that the utilities of itemsets may differ, and identify the hi...
FLAIRS
2008
13 years 10 months ago
2008
When applying association mining to real datasets, a major obstacle is that often a huge number of rules are generated even with very reasonable support and confidence. Among thes...
DATAMINE
2008
13 years 7 months ago
2008
Abstract. In this paper we aim at extending the non-derivable condensed representation in frequent itemset mining to sequential pattern mining. We start by showing a negative examp...
AUSAI
2003
Springer
13 years 11 months ago
2003
Springer
This paper introduces a new method for the rapid development of complex rule bases involving cue phrases for the purpose of classifying text segments. The method is based on Ripple...