2868 search results - page 84 / 574 » Inference in Bayesian Networks |
194
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JMLR
2012
13 years 8 months ago
2012
We propose a novel mixtures of Gaussian processes model in which the gating function is interconnected with a probabilistic logical model, in our case Markov logic networks. In th...
154
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ICML
1996
IEEE
16 years 7 months ago
1996
IEEE
This paper discusses issues related to Bayesian network model learning for unbalanced binary classification tasks. In general, the primary focus of current research on Bayesian ne...
202
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BMCBI
2005
15 years 6 months ago
2005
Background: Reconstructing regulatory networks from gene expression profiles is a challenging problem of functional genomics. In microarray studies the number of samples is often ...
153
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DIAGRAMS
2004
Springer
15 years 11 months ago
2004
Springer
The need for Bayesian inference arises in military intelligence, medical diagnosis and many other practical applications. The problem is that human inferences are generally conserv...
137
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SIBGRAPI
2008
IEEE
16 years 19 days ago
2008
IEEE
Bayesian inference methods are commonly applied to the classification of brain Magnetic Resonance images (MRI). We use the Maximum Evidence (ME) approach to estimate the most prob...