Characterization of Dynamic Bayesian Network-The Dynamic Bayesian Network as temporal network
Journal Title: International Journal of Advanced Computer Science & Applications - Year 2011, Vol 2, Issue 7
Abstract
In this report, we will be interested at Dynamic Bayesian Network (DBNs) as a model that tries to incorporate temporal dimension with uncertainty. We start with basics of DBN where we especially focus in Inference and Learning concepts and algorithms. Then we will present different levels and methods of creating DBNs as well as approaches of incorporating temporal dimension in static Bayesian network.
Authors and Affiliations
Nabil Ghanmi , Mohamed Ali Mahjoub , Najoua Essoukri Ben Amara
Keywords
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