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BAYESIAN NETWORKS IN EDUCATIONAL TESTING
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems, 2004In this paper we discuss applications of Bayesian networks to educational testing. Namely, we deal with the diagnosis of person's skills. We show that when modeling dependence between skills we can get better diagnosis faster. We present results of experiments with basic operations that use fractions.
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Sensitivity analysis in Bayesian networks
1995For 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. +2 more
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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 +2 more
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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 +2 more
openaire +1 more source
Bayesian learning for neural networks: an algorithmic survey
Artificial Intelligence Review, 2023Alexandros Iosifidis +1 more
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Structural learning of mixed noisy-OR Bayesian networks
International Journal of Approximate Reasoning, 2023Jiří Vomlel +2 more
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Advantages and challenges of Bayesian networks in environmental modelling
Ecological Modelling, 2007Laura Uusitalo
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Bayesian networks in healthcare: Distribution by medical condition
Artificial Intelligence in Medicine, 2020Evangelia Kyrimi +2 more
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Bayesian networks inference algorithm to implement Dempster Shafer theory in reliability analysis
Reliability Engineering and System Safety, 2008Philippe Weber +2 more
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Bayesian networks in environmental modelling
Environmental Modelling and Software, 2011Rafael Rumi +2 more
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A Bayesian method for the induction of probabilistic networks from data
Machine Learning, 1992Edward Herskovits +2 more
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