711 search results - page 81 / 143 » Applying Support Vector Machines to Imbalanced Datasets |
ICML
2004
IEEE
14 years 11 months ago
2004
IEEE
Text categorization algorithms usually represent documents as bags of words and consequently have to deal with huge numbers of features. Most previous studies found that the major...
ICNC
2005
Springer
14 years 3 months ago
2005
Springer
This paper presents a novel learning feed-forward controller design approach for accurate robotics trajectory tracking. Based on the joint nonlinear dynamics characteristics, a mod...
CIS
2005
Springer
14 years 3 months ago
2005
Springer
Abstract. The recognition of vowels in Chinese speech is very important for Chinese speech recognition and understanding. However, it is rather difficult and there has been no effi...
ESANN
2008
13 years 11 months ago
2008
In this paper we apply three pattern recognition methods (support vector machine, cluster analysis and principal component analysis) to distinguish regulatory regions from coding a...
ESANN
2008
13 years 11 months ago
2008
Sequential Minimal Optimization (SMO) is currently the most popular algorithm to solve large quadratic programs for Support Vector Machine (SVM) training. For many variants of this...