Now showing items 1-2 of 2
Incremental construction of classifier and discriminant ensembles
(ELSEVIER SCIENCE INC, 2009-04-15)
We discuss approaches to incrementally construct an ensemble. The first constructs an ensemble of classifiers choosing a subset from a larger set, and the second constructs an ensemble of discriminants, where a classifier ...
Parallel univariate decision trees
(Elsevier B.V, 2007-05-01)
Univariate decision tree algorithms are widely used in data mining because (i) they are easy to learn (ii) when trained they can be expressed in rule based manner. In several applications mainly including data mining, the ...