662 search results - page 28 / 133 » Making inferences with small numbers of training sets |
82
Voted
ICPR
2006
IEEE
16 years 26 days ago
2006
IEEE
In some classification problems, like the detection of illnesses in patients, classes are very unbalanced and the misclassification costs for different classes vary significantly....
105
click to vote
FGR
2008
IEEE
15 years 6 months ago
2008
IEEE
This paper presents a method for recovering 3D facial shape from single image via learning the relationship between the 2D intensity images and the 3D facial shapes. With a couple...
SDM
2009
SIAM
15 years 9 months ago
2009
SIAM
Most pattern discovery algorithms easily generate very large numbers of patterns, making the results impossible to understand and hard to use. Recently, the problem of instead sel...
115
click to vote
ISBI
2008
IEEE
16 years 14 days ago
2008
IEEE
This paper describes a new methodology and associated theoretical analysis for rapid and accurate extraction of activation regions from functional MRI data. Most fMRI data analysi...
92
Voted
LREC
2010
15 years 1 months ago
2010
In this paper we present an experimental toolbox for automatic tree-to-tree alignment based on local classification and alignment inference. The aligner implements a recurrent arc...