246 search results - page 19 / 50 » Rule Preference Effect in Associative Classification Mining |
CIKM
2006
Springer
14 years 1 months ago
2006
Springer
We present a novel approach for classifying documents that combines different pieces of evidence (e.g., textual features of documents, links, and citations) transparently, through...
ICDM
2003
IEEE
14 years 3 months ago
2003
IEEE
In the literature of data mining, many different algorithms for association rule mining have been proposed. However, there is relatively little study on how association rules can ...
SIGMOD
2005
ACM
14 years 10 months ago
2005
ACM
In this paper, we propose a novel algorithm to discover the topk covering rule groups for each row of gene expression profiles. Several experiments on real bioinformatics datasets...
KBS
2006
13 years 10 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...
ICCS
2007
Springer
14 years 4 months ago
2007
Springer
Traditional association rules mining (ARM) only concerns the frequency of itemsets, which may not bring large amount of profit. Utility mining only focuses on itemsets with high ut...