95 search results - page 2 / 19 » Boosting SVM classifiers by ensemble |
ICMCS
2010
IEEE
15 years 21 days ago
2010
IEEE
Audio tags describe different types of musical information such as genre, mood, and instrument. This paper aims to automatically annotate audio clips with tags and retrieve releva...
116
Voted
PRL
2008
14 years 11 months ago
2008
Boosting is a set of methods for the construction of classifier ensembles. The differential feature of these methods is that they allow to obtain a strong classifier from the comb...
KDD
2001
ACM
16 years 20 hour ago
2001
ACM
In this paper, we propose a general framework for distributed boosting intended for efficient integrating specialized classifiers learned over very large and distributed homogeneo...
IJCAI
2003
15 years 1 months ago
2003
Ensemble methods like bagging and boosting that combine the decisions of multiple hypotheses are some of the strongest existing machine learning methods. The diversity of the memb...
98
Voted
ESANN
2006
15 years 1 months 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...