1489 search results - page 220 / 298 » Monotonicity in Bayesian Networks |
170
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ECSQARU
2009
Springer
15 years 11 months ago
2009
Springer
A BN2O network is a Bayesian network having the structure of a bipartite graph with all edges directed from one part (the top level) toward the other (the bottom level) and where a...
138
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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 ...
142
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CIKM
1997
Springer
15 years 8 months ago
1997
Springer
This paper presents an efficient algorithm for learning Bayesian belief networks from databases. The algorithm takes a database as input and constructs the belief network structur...
131
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JETAI
1998
15 years 4 months ago
1998
Graphical structures such as Bayesian networks or Markov networks are very useful tools for representing irrelevance or independency relationships, and they may be used to e cientl...
121
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ICC
2007
IEEE
15 years 11 months ago
2007
IEEE
In this paper we investigate the fault diagnosis problem in IP networks. We provide a lower bound on the average number of probes per edge using variational inference technique pro...