dynamicbayesiannetworks(DBNs) provide a systematic framework for robust online monitoring of dynamic *** paper presents an approach for increasing the efficiency of online estimation by partitioning a system DBN int...
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dynamicbayesiannetworks(DBNs) provide a systematic framework for robust online monitoring of dynamic *** 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 *** factoring scheme is based on the analysis of structuralobservability of the dynamic *** establish the theoretical background for structuralobservability and derive an algorithm for generating the factors using structuralobservability *** present experimental results to demonstrate the effectiveness of our factoring approach for accurate estimation of system behavior.
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