1340 search results - page 43 / 268 » Structure learning of Bayesian networks using constraints |
ATAL
2009
Springer
15 years 6 months ago
2009
Springer
Distributed constraint optimization (DCOP) provides a framework for coordinated decision making by a team of agents. Often, during the decision making, capacity constraints on age...
123
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CORR
2011
Springer
14 years 3 months ago
2011
Springer
Although many algorithms have been designed to construct Bayesian network structures using different approaches and principles, they all employ only two methods: those based on i...
CDC
2009
IEEE
15 years 4 months ago
2009
IEEE
— Dynamic Bayesian Networks (DBNs) provide a systematic framework for robust online monitoring of dynamic systems. This paper presents an approach for increasing the efficiency ...
AAAI
2008
15 years 2 months ago
2008
Based on Information Theory, optimal feature selection should be carried out by searching Markov blankets. In this paper, we formally analyze the current Markov blanket discovery ...
106
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AUSAI
2006
Springer
15 years 3 months ago
2006
Springer
There is increasing evidence to suggest that the neocortex of the mammalian brain does not consist of a collection of specialised and dedicated cortical architectures, but instead ...