690 search results - page 35 / 138 » SVMC: Single-Class Classification With Support Vector Machin... |
139
Voted
NIPS
2008
15 years 5 months ago
2008
We consider the problem of binary classification where the classifier may abstain instead of classifying each observation. The Bayes decision rule for this setup, known as Chow�...
118
Voted
ICML
2007
IEEE
16 years 4 months ago
2007
IEEE
Even though several techniques have been proposed in the literature for achieving multiclass classification using Support Vector Machine(SVM), the scalability aspect of these appr...
143
Voted
MICCAI
2004
Springer
16 years 4 months ago
2004
Springer
The classification of normal and malginant colon tissue cells is crucial to the diagnosis of colon cancer in humans. Given the right set of feature vectors, Support Vector Machines...
148
Voted
CSL
2006
Springer
15 years 3 months ago
2006
Springer
Support vector machines (SVMs) have proven to be a powerful technique for pattern classification. SVMs map inputs into a high dimensional space and then separate classes with a hy...
151
Voted
BMCBI
2006
15 years 3 months ago
2006
Background: In discriminant analysis of microarray data, usually a small number of samples are expressed by a large number of genes. It is not only difficult but also unnecessary ...