450 search results - page 61 / 90 » On-line support vector machines and optimization strategies |
ICANN
2005
Springer
15 years 6 months ago
2005
Springer
This paper presents a new method for the selection of the two hyperparameters of Least Squares Support Vector Machine (LS-SVM) approximators with Gaussian Kernels. The two hyperpar...
106
Voted
ICPR
2010
IEEE
14 years 10 months ago
2010
IEEE
Although Support Vector Machines(SVM) succeed in classifying several image databases using image descriptors proposed in the literature, no single descriptor can be optimal for ge...
108
Voted
KDD
2002
ACM
16 years 28 days ago
2002
ACM
In this paper we propose a new information-theoretic divisive algorithm for word clustering applied to text classification. In previous work, such "distributional clustering&...
118
Voted
BMCBI
2008
15 years 19 days ago
2008
Background: Predictive classification on the base of gene expression profiles appeared recently as an attractive strategy for identifying the biological functions of genes. Gene O...
109
Voted
JMLR
2002
15 years 5 days ago
2002
When constructing a classifier, the probability of correct classification of future data points should be maximized. We consider a binary classification problem where the mean and...