Results 281 to 290 of about 3,120,690 (293)

Sensitivity analysis in Bayesian networks

1995
For systems based on Bayesian networks, evidence is used to compute posterior probabilities for some hypotheses. Sensitivity analysis is concerned with questions on how sensitive the conclusion is to the evidence provided. After the basic definitions and an example we conclude that the heart of sensitivity analysis is to compute probabilities for the ...
Jensen, F. V., Aldenryd, S. H., Jensen, K. B.   +2 more
openaire   +2 more sources

Bayesian networks and INEX

2002
We present a bayesian framework for XML document retrieval. This framework allows us to consider content only and content and structure queries. We perform the retrieval task using inference in our network. Our model can adapt to a specific corpora through parameter learning.
Piwowarski, Benjamin, Faure, Georges-Etienne, Gallinari, Patrick   +2 more
openaire   +2 more sources

Probabilistic framework to evaluate the resilience of engineering systems using Bayesian and dynamic Bayesian networks

Reliability Engineering and System Safety, 2020
Omar Kammouh, Paolo Gardoni, Gian Paolo Cimellaro   +2 more
exaly  

Bayesian learning for neural networks: an algorithmic survey

Artificial Intelligence Review, 2023
Alexandros Iosifidis, Martin Magris
exaly  

Nonparametric Bayesian Networks*

2011
Ickstadt, K., Bornkamp, B., Grzegorczyk, M., Wieczorek, J., Sheriff, M., Grecco, H., Zamir, E.   +6 more
openaire   +2 more sources

Discrete Bayesian Network Classifiers: A Survey

ACM Computing Surveys, 2014
Concha Bielza, Pedro Larranaga
exaly  

The use of Bayesian network modelling for maintenance planning in a manufacturing industry

Reliability Engineering and System Safety, 2010
Zaili Yang, Jin Wang, I Jenkinson
exaly  

Advantages and challenges of Bayesian networks in environmental modelling

Ecological Modelling, 2007
Laura Uusitalo
exaly  

Incorporation of human factors into maritime accident analysis using a data-driven Bayesian network

Reliability Engineering and System Safety, 2020
Eduardo Blanco-Davis, Xinping Yan, Jinfen Zhang   +2 more
exaly  

Learning Bayesian networks: The combination of knowledge and statistical data

Machine Learning, 1995
Dan Geiger
exaly