410 search results - page 24 / 82 » Ensembles of biased classifiers |
57
Voted
PR
2010
14 years 9 months ago
2010
118
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MCS
2007
Springer
15 years 5 months ago
2007
Springer
Abstract. We report on our recent progress in developing an ensemble of classifiers based algorithm for addressing the missing feature problem. Inspired in part by the random subsp...
GECCO
2006
Springer
15 years 2 months ago
2006
Springer
A boosting algorithm based on cellular genetic programming to build an ensemble of predictors is proposed. The method evolves a population of trees for a fixed number of rounds an...
BMCBI
2007
14 years 11 months ago
2007
Background: When analysing microarray and other small sample size biological datasets, care is needed to avoid various biases. We analyse a form of bias, stratification bias, that...
95
Voted
ICTAI
2007
IEEE
15 years 5 months ago
2007
IEEE
An adaptive boosting ensemble algorithm for classifying homogeneous distributed data streams is presented. The method builds an ensemble of classifiers by using Genetic Programmi...