1648 search results - page 149 / 330 » Training Data Selection for Support Vector Machines |
CVPR
2008
IEEE
14 years 11 months ago
2008
IEEE
Nearest neighbour classifiers and related kernel methods often perform poorly in high dimensional problems because it is infeasible to include enough training samples to cover the...
COLT
2000
Springer
14 years 1 months ago
2000
Springer
We study model selection strategies based on penalized empirical loss minimization. We point out a tight relationship between error estimation and data-based complexity penalizatio...
CVPR
2010
IEEE
14 years 5 months ago
2010
IEEE
We propose a method that rates the suitability of given templates for template-based tracking in real-time. This is important for applications with online template selection, such...
BMCBI
2007
13 years 9 months ago
2007
Background: Support Vector Machines (SVMs) provide a powerful method for classification (supervised learning). Use of SVMs for clustering (unsupervised learning) is now being cons...
BMCBI
2008
13 years 9 months ago
2008
Background: Availability of information about transcription factors (TFs) is crucial for genome biology, as TFs play a central role in the regulation of gene expression. While man...