246 search results - page 5 / 50 » Rule Preference Effect in Associative Classification Mining |
DEXA
2004
Springer
14 years 1 months ago
2004
Springer
: In this paper, we propose a framework, called XAR-Miner, for mining ARs from XML documents efficiently and effectively. In XAR-Miner, raw XML data are first transformed to either...
ICDE
2008
IEEE
14 years 9 months ago
2008
IEEE
The application of frequent patterns in classification has demonstrated its power in recent studies. It often adopts a two-step approach: frequent pattern (or classification rule) ...
KDD
2002
ACM
14 years 8 months ago
2002
ACM
This paper presents two classification systems for medical images based on association rule mining. The system we propose consists of: a pre-processing phase, a phase for mining th...
AIIA
2005
Springer
14 years 1 months ago
2005
Springer
In traditional classification setting, training data are represented as a single table, where each row corresponds to an example and each column to a predictor variable or the targ...
JCP
2008
13 years 7 months ago
2008
The mining of weighted association rules is one of the primary methods used in communication alarm correlation analysis. With large communication alarm database, the traditional me...