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136
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JMLR
2012
13 years 6 months ago
2012
We describe a novel approach to quadrature for ratios of probabilistic integrals, such as are used to compute posterior probabilities. This approach offers performance superior t...
136
Voted
BMCBI
2005
15 years 3 months ago
2005
Background: The organic polychlorinated compounds like dichlorodiphenyltrichloroethane with its metabolites and polychlorinated biphenyls are a class of highly persistent environm...
157
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JMLR
2010
14 years 10 months ago
2010
Machine learning methods that can use additional knowledge in their inference process are central to the development of integrative bioinformatics. Inclusion of background knowled...
142
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CVPR
2005
IEEE
15 years 9 months ago
2005
IEEE
With the aim to design a general learning framework for detecting faces of various poses or under different lighting conditions, we are motivated to formulate the task as a classi...
124
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CAV
2010
Springer
15 years 7 months ago
2010
Springer
Graded-CTL is an extension of CTL with graded quantifiers which allow to reason about either at least or all but any number of possible futures. In this paper we show an extension...