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JCP
2007

150views more JCP 2007»

Bayesian Networks and Evidence Theory to Model Complex Systems Reliability

13 years 5 months ago

Abstract— This paper deals with the use of Bayesian Networks to compute system reliability of complex systems under epistemic uncertainty. In the context of incompleteness of rel...

Christophe Simon, Philippe Weber, Eric Levrat

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16

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SUM
2009
Springer

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Modeling Unreliable Observations in Bayesian Networks by Credal Networks

14 years 5 days ago

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Bayesian networks are probabilistic graphical models widely employed in AI for the implementation of knowledge-based systems. Standard inference algorithms can update the beliefs a...

Alessandro Antonucci, Alberto Piatti

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17

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HICSS
2006
IEEE

261views Biometrics» more HICSS 2006»

e-Risk Management with Insurance: A Framework Using Copula Aided Bayesian Belief Networks

13 years 11 months ago

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: e-business organizations are heavily dependent on distributed 24X7 robust information computing systems, for their daily operations. To secure distributed online transactions, th...

Arunabha Mukhopadhyay, Samir Chatterjee, Debashis ...

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22

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AAAI
1998

150views Intelligent Agents» more AAAI 1998»

Bayesian Network Models for Generation of Crisis Management Training Scenarios

13 years 7 months ago

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We present a noisy-OR Bayesian network model for simulation-based training, and an efficient search-based algorithm for automatic synthesis of plausible training scenarios from co...

Eugene Grois, William H. Hsu, Mikhail Voloshin, Da...

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13

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WETICE
2007
IEEE

165views Emerging Technology» more WETICE 2007»

A Bayesian Approach for Disconnection Management in Mobile Ad Hoc Networks

13 years 12 months ago