- Published 2009 in Proceedings of the 48h IEEE Conference on…
DOI:10.1109/CDC.2009.5400689

Dynamic Bayesian Networks (DBNs) provide a systematic framework for robust online monitoring of dynamic systems. This paper presents an approach for increasing the efficiency of online estimation by partitioning a system DBN into a set of smaller factors, such that estimation algorithms can be applied to each factor independently. Our factoring scheme is… CONTINUE READING

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