10 search results - page 1 / 2 » An Evolutionary Algorithm for Global Induction of Regression... |
186
Voted
ISMIS
2011
Springer
14 years 5 months ago
2011
Springer
In the paper we present a new evolutionary algorithm for induction of regression trees. In contrast to the typical top-down approaches it globally searches for the best tree struct...
126
Voted
PPSN
2010
Springer
15 years 24 days ago
2010
Springer
In the paper we propose a new evolutionary algorithm for induction of univariate regression trees that associate leaves with simple linear regression models. In contrast to typical...
117
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ICAISC
2010
Springer
15 years 7 months ago
2010
Springer
In the paper a new evolutionary algorithm for induction of univariate regression trees is proposed. In contrast to typical top-down approaches it globally searches for the best tre...
115
Voted
ICDM
2009
IEEE
15 years 9 months ago
2009
IEEE
: In this paper, we present a novel method for fast data-driven construction of regression trees from temporal datasets including continuous data streams. The proposed Mean Output ...
142
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DIS
2001
Springer
15 years 7 months ago
2001
Springer
In the context of classification problems, algorithms that generate multivariate trees are able to explore multiple representation languages by using decision tests based on a com...