1261 search results - page 82 / 253 » Improved learning of Bayesian networks |
143
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UAI
1996
15 years 4 months ago
1996
Bayesiannetworks provide a languagefor qualitatively representing the conditional independence properties of a distribution. This allows a natural and compact representation of th...
277
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BMCBI
2011
14 years 7 months ago
2011
Background: Discovering the genetic basis of common genetic diseases in the human genome represents a public health issue. However, the dimensionality of the genetic data (up to 1...
134
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JMLR
2010
14 years 10 months ago
2010
This paper introduces a Bayesian algorithm for constructing predictive models from data that are optimized to predict a target variable well for a particular instance. This algori...
118
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SEMWEB
2007
Springer
15 years 9 months ago
2007
Springer
Clinical Practice Guidelines (CPGs) play an important role in improving the quality of care and patient outcomes. Although several machine-readable representations of practice guid...
146
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ICB
2009
Springer
15 years 1 months ago
2009
Springer
We present generative models dedicated to face recognition. Our models consider data extracted from color face images and use Bayesian Networks to model relationships between diffe...