410 search results - page 10 / 82 » Ensembles of biased classifiers |
ICTAI
2005
IEEE
15 years 4 months ago
2005
IEEE
Learning from noisy data is a challenging and reality issue for real-world data mining applications. Common practices include data cleansing, error detection and classifier ensemb...
GECCO
2006
Springer
15 years 2 months ago
2006
Springer
Various methods for ensemble selection and classifier combination have been designed to optimize the results of ensembles of classifiers. Genetic algorithm (GA) which uses the div...
115
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IEEEIAS
2008
IEEE
15 years 5 months ago
2008
IEEE
To achieve high accuracy while lowering false alarm rates are major challenges in designing an intrusion detection system. In addressing this issue, this paper proposes an ensembl...
101
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CVPR
2004
IEEE
16 years 1 months ago
2004
IEEE
We consider the problem of the binary classification on imbalanced data, in which nearly all the instances are labelled as one class, while far fewer instances are labelled as the...
PSB
2004
15 years 13 days ago
2004