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» Feature Dynamic Bayesian Networks
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IJCAI
2007
15 years 5 months ago
Dynamic Weighting A* Search-Based MAP Algorithm for Bayesian Networks
Xiaoxun Sun, Marek J. Druzdzel, Changhe Yuan
119
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AAAI
1998
15 years 5 months ago
Speech Recognition with Dynamic Bayesian Networks
Geoffrey Zweig, Stuart J. Russell
151
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ENC
2004
IEEE
15 years 7 months ago
A Method Based on Genetic Algorithms and Fuzzy Logic to Induce Bayesian Networks
A method to induce bayesian networks from data to overcome some limitations of other learning algorithms is proposed. One of the main features of this method is a metric to evalua...
Manuel Martínez-Morales, Ramiro Garza-Dom&i...
108
Voted
EKAW
2004
Springer
15 years 9 months ago
Designing a Procedure for the Acquisition of Probability Constraints for Bayesian Networks
Among the various tasks involved in building a Bayesian network for a real-life application, the task of eliciting all probabilities required is generally considered the most daunt...
Eveline M. Helsper, Linda C. van der Gaag, Floris ...
119
Voted
CISIS
2009
IEEE
15 years 10 months ago
Ontology-Based Generation of Bayesian Networks
Bayesian networks are indispensable for determining the probability of events which are influenced by various components. Bayesian probabilities encode degrees of belief about ce...
Stefan Fenz, A. Min Tjoa, Marcus Hudec