872 search results - page 17 / 175 » Real world performance of association rule algorithms |
85
Voted
KDD
1998
ACM
15 years 1 months ago
1998
ACM
We present an algorithm for mining association rules from relational tables containing numeric and categorical attributes. The approach is to merge adjacent intervals of numeric v...
178
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ICDE
2003
IEEE
15 years 11 months ago
2003
IEEE
The output of boolean association rule mining algorithms is often too large for manual examination. For dense datasets, it is often impractical to even generate all frequent items...
SIGMOD
2004
ACM
15 years 9 months ago
2004
ACM
Microarray datasets typically contain large number of columns but small number of rows. Association rules have been proved to be useful in analyzing such datasets. However, most e...
181
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ICDE
1998
IEEE
15 years 11 months ago
1998
IEEE
We study the problem of discovering association rules that display regular cyclic variation over time. For example, if we compute association rules over monthly sales data, we may...
SEMCO
2008
IEEE
15 years 4 months 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...