Sciweavers

313 search results - page 3 / 63
» Boosting with Diverse Base Classifiers
Sort
View
MCS
2002
Springer
13 years 6 months ago
New Measure of Classifier Dependency in Multiple Classifier Systems
Abstract. Recent findings in the domain of combining classifiers provide a surprising revision of the usefulness of diversity for modelling combined performance. Although there is ...
Dymitr Ruta, Bogdan Gabrys
NIPS
2004
13 years 8 months ago
Boosting on Manifolds: Adaptive Regularization of Base Classifiers
In this paper we propose to combine two powerful ideas, boosting and manifold learning. On the one hand, we improve ADABOOST by incorporating knowledge on the structure of the dat...
Balázs Kégl, Ligen Wang
ICML
2009
IEEE
14 years 8 months ago
Boosting products of base classifiers
Balázs Kégl, Róbert Busa-Feke...
MCS
2007
Springer
14 years 1 months ago
Boosting Lite - Handling Larger Datasets and Slower Base Classifiers
Lawrence O. Hall, Robert E. Banfield, Kevin W. Bow...