20 search results - page 1 / 4 » Single and Multi-Objective Genetic Algorithms for the Select... |
IJCNN
2006
IEEE
13 years 10 months ago
2006
IEEE
ICDAR
2003
IEEE
13 years 10 months ago
2003
IEEE
Feature selection for ensembles has shown to be an effective strategy for ensemble creation. In this paper we present an ensemble feature selection approach based on a hierarchica...
ICPR
2004
IEEE
14 years 5 months ago
2004
IEEE
In this work, the authors have evaluated almost 20 millions ensembles of classifiers generated by several methods. Trying to optimize those ensembles based on the nearest neighbou...
LREC
2010
13 years 6 months ago
2010
In this paper, we propose classifier ensemble selection for Named Entity Recognition (NER) as a single objective optimization problem. Thereafter, we develop a method based on gen...
FLAIRS
2008
13 years 7 months ago
2008
An ensemble of classifiers is a set of classifiers whose predictions are combined in some way to classify new instances. Early research has shown that, in general, an ensemble of ...