1056 search results - page 65 / 212 » Association Rule Mining Algorithms for Set-Valued Data |
155
Voted
ACSW
2004
15 years 7 months ago
2004
Practical knowledge discovery is an iterative process. First, the experiences gained from one mining run are used to inform the parameter setting and the dataset and attribute sel...
146
Voted
KDD
1997
ACM
15 years 9 months ago
1997
ACM
This paper presents an autonomous algorithm for discovering exception rules from data sets. An exception rule, which is defined as a deviational pattern to a well-known fact, exhi...
175
Voted
SEMCO
2008
IEEE
16 years 16 days ago
2008
IEEE
Associative classification is a novel and powerful method originating from association rule mining. In the previous studies, a relatively small number of high-quality association...
162
Voted
IDEAL
2003
Springer
15 years 11 months ago
2003
Springer
Mining frequent patterns has been a topic of active research because it is computationally the most expensive step in association rule discovery. In this paper, we discuss the use ...
202
Voted
PAAMS
2010
Springer
15 years 4 months ago
2010
Springer
In this paper we present a novel algorithm, named GBAP, that jointly uses automatic programming with ant colony optimization for mining classification rules. GBAP is based on a con...