141 search results - page 16 / 29 » Using Two-Class Classifiers for Multiclass Classification |
63
Voted
CVPR
2010
IEEE
15 years 6 months ago
2010
IEEE
We propose an efficient method, built on the popular Bag
of Features approach, that obtains robust multiclass pixellevel
object segmentation of an image in less than 500ms,
with...
ICPR
2010
IEEE
14 years 8 months ago
2010
IEEE
In this paper we redefine and generalize the classic k-nearest neighbors (k-NN) voting rule in a Bayesian maximum-a-posteriori (MAP) framework. Therefore, annotated examples are u...
79
Voted
KDD
2008
ACM
15 years 10 months ago
2008
ACM
Efficient training of direct multi-class formulations of linear Support Vector Machines is very useful in applications such as text classification with a huge number examples as w...
133
click to vote
BMCBI
2006
14 years 10 months ago
2006
Background: Selection of relevant genes for sample classification is a common task in most gene expression studies, where researchers try to identify the smallest possible set of ...
105
click to vote
SDM
2004
SIAM
14 years 11 months ago
2004
SIAM
Automatic classification of documents is an important area of research with many applications in the fields of document searching, forensics and others. Methods to perform classif...