74 search results - page 5 / 15 » Ensemble Approach for the Classification of Imbalanced Data |
73
Voted
DAWAK
2008
Springer
15 years 1 months ago
2008
Springer
In many application domains, classification tasks have to tackle multiclass imbalanced training sets. We have been looking for a CBA approach (Classification Based on Association r...
102
Voted
SDM
2008
SIAM
15 years 1 months ago
2008
SIAM
Imbalanced class problems appear in many real applications of classification learning. We propose a novel sampling method to improve bagging for data sets with skewed class distri...
113
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KDD
2003
ACM
16 years 1 days ago
2003
ACM
Recently, mining data streams with concept drifts for actionable insights has become an important and challenging task for a wide range of applications including credit card fraud...
86
Voted
GECCO
2006
Springer
15 years 3 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...
KDD
2002
ACM
16 years 1 days ago
2002
ACM
An adaptive semi-supervised ensemble method, ASSEMBLE, is proposed that constructs classification ensembles based on both labeled and unlabeled data. ASSEMBLE alternates between a...