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JMLR
2012
13 years 7 days ago
2012
We present a minimax framework for classification that considers stochastic adversarial perturbations to the training data. We show that for binary classification it is equivale...
SEMWEB
2001
Springer
15 years 2 months ago
2001
Springer
Although RDF is considered the Semantic Web language, it may not be the only one. SOAP serialisation provides several advantages, especially if the Semantic Web is not just about ...
ICCV
2009
IEEE
16 years 2 months ago
2009
IEEE
Multilinear algebra is a powerful theoretical tool for visual
geometry, but widespread usage of traditional typographical
notation often hides its conceptual elegance and
simpli...
ICPR
2006
IEEE
15 years 11 months 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....
GI
2004
Springer
15 years 3 months ago
2004
Springer
: In this paper we describe the advantages of a model-based approach to embedded component middleware. Component infrastructures such as Enterprise JavaBeans, Microsoft’s COM+ an...