1423 search results - page 39 / 285 » Object-Oriented Bayesian Networks |
148
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IJPRAI
1998
15 years 5 months ago
1998
We present in this paper a novel method for eliciting the conditional probability matrices needed for a Bayesian network with the help of a neural network. We demonstrate how we c...
131
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ISMIS
2003
Springer
15 years 10 months ago
2003
Springer
Abstract. Multiply sectioned Bayesian networks (MSBNs) were originally proposed as a modular representation of uncertain knowledge by sectioning a large Bayesian network (BN) into ...
142
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FLAIRS
2004
15 years 6 months ago
2004
One fascinating aspect of tool building for datamining is the application of a generalized datamining tool to a specific domain. Often times, this process results in a cross disci...
188
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JMLR
2010
15 years 6 days ago
2010
Learning dynamic Bayesian network structures provides a principled mechanism for identifying conditional dependencies in time-series data. An important assumption of traditional D...
178
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ICDM
2007
IEEE
15 years 11 months ago
2007
IEEE
Real-world social networks are often hierarchical, reflecting the fact that some communities are composed of a few smaller, sub-communities. This paper describes a hierarchical B...