176 search results - page 1 / 36 » Discovering and ranking important rules |
GRC
2005
IEEE
13 years 10 months ago
2005
IEEE
— Decision rules generated from reducts can fully describe a data set. We introduce a new method of evaluating rules by taking advantage of rough sets theory. We consider rules g...
PKDD
2009
Springer
13 years 11 months ago
2009
Springer
Most accurate predictions are typically obtained by learning machines with complex feature spaces (as e.g. induced by kernels). Unfortunately, such decision rules are hardly access...
RSFDGRC
2005
Springer
13 years 10 months ago
2005
Springer
Abstract. Association rule algorithms often generate an excessive number of rules, many of which are not significant. It is difficult to determine which rules are more useful, int...
ICMLA
2009
13 years 2 months ago
2009
For many ranking applications we would like to understand not only which items are top-ranked, but also why they are top-ranked. However, many of the best ranking algorithms (e.g....
ICAC
2009
IEEE
13 years 11 months ago
2009
IEEE
The complexity of large computer systems has raised unprecedented challenges for system management. In practice, operators often collect large volume of monitoring data from system...