244 search results - page 7 / 49 » Boosted Optimization for Network Classification |
GECCO
2009
Springer
15 years 3 months ago
2009
Springer
PR
2008
14 years 11 months ago
2008
This paper presents a strategy to improve the AdaBoost algorithm with a quadratic combination of base classifiers. We observe that learning this combination is necessary to get be...
ICML
2006
IEEE
16 years 6 days ago
2006
IEEE
A multiclass classification problem can be reduced to a collection of binary problems with the aid of a coding matrix. The quality of the final solution, which is an ensemble of b...
WWW
2005
ACM
16 years 2 days ago
2005
ACM
By far, the support vector machines (SVM) achieve the state-of-theart performance for the text classification (TC) tasks. Due to the complexity of the TC problems, it becomes a ch...
ESANN
2006
15 years 24 days ago
2006
Abstract. Ensemble methods allow to improve the accuracy of classification methods. This work considers the application of one of these methods, named Rotation-based, when the clas...