105 search results - page 10 / 21 » Structure Search and Stability Enhancement of Bayesian Netwo... |
138
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ICMLA
2007
15 years 5 months ago
2007
We introduce a polynomial-time algorithm to learn Bayesian networks whose structure is restricted to nodes with in-degree at most k and to edges consistent with the optimal branch...
133
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IPPS
2006
IEEE
15 years 10 months ago
2006
IEEE
As an extension of Bayesian network, module network is an appropriate model for inferring causal network of a mass of variables from insufficient evidences. However learning such ...
133
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CIMCA
2005
IEEE
15 years 9 months ago
2005
IEEE
— This paper describes an ontology-driven model, which integrates Bayesian Networks (BN) into the Ontology Web Language (OWL) to preserve the advantages of both. This model makes...
145
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IICAI
2003
15 years 5 months ago
2003
Abstract. We present the Acyclic Bayesian Net Generator, a new approach to learn the structure of a Bayesian network using genetic algorithms. Due to the encoding mechanism, acycli...
189
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BMCBI
2011
14 years 11 months ago
2011
Background: The combination of genotypic and genome-wide expression data arising from segregating populations offers an unprecedented opportunity to model and dissect complex phen...