Characterization of Dynamic Bayesian Network

Details Characterization of Dynamic Bayesian Network Characterization of Dynamic Bayesian Network

2012-04-07

arxiv.org/abs/1204.1637v1

Computer Science

Artificial Intelligence

9 pages, (IJACSA) International Journal of Advanced Computer Science and Applications, Vol. 2, No. 7, 2011

Scientific paper

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.

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