Sciweavers

457 search results - page 5 / 92
» Ensembles of Fuzzy Classifiers
Sort
View
ICML
2006
IEEE
14 years 8 months ago
Pruning in ordered bagging ensembles
We present a novel ensemble pruning method based on reordering the classifiers obtained from bagging and then selecting a subset for aggregation. Ordering the classifiers generate...
Alberto Suárez, Gonzalo Martínez-Mu&...
ISBI
2009
IEEE
14 years 2 months ago
A Classifier Ensemble Based on Performance Level Estimation
In this paper, we introduce a new classifier ensemble approach, applied to tissue segmentation in optical images of the uterine cervix. Ensemble methods combine the predictions o...
Wei Wang, Yaoyao Zhu, Xiaolei Huang, Daniel P. Lop...
FLAIRS
2008
13 years 9 months ago
Genetic Approach for Optimizing Ensembles of Classifiers
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 ...
Francisco Javier Ordóñez, Agapito Le...
FSKD
2010
Springer
192views Fuzzy Logic» more  FSKD 2010»
13 years 8 months ago
Comparison of filter approaches based on RVFL classifier
FengChia Li, TsaiYun Lung, ChiHung Yeh