186 search results - page 1 / 38 » Globally Induced Model Trees: An Evolutionary Approach |
PPSN
2010
Springer
13 years 3 months 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...
ISMIS
2011
Springer
12 years 7 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...
ICANNGA
2007
Springer
13 years 8 months ago
2007
Springer
Abstract. In the paper, a new method of decision tree learning for costsensitive classification is presented. In contrast to the traditional greedy top-down inducer in the proposed...
CEC
2007
IEEE
13 years 11 months ago
2007
IEEE
— Cellular Automata (CAs) have been investigated extensively as abstract models of the distributed systems composed of autonomous entities characterized by local interaction. How...
ICAISC
2010
Springer
13 years 9 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...