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- W1493886287 abstract "A key component of a vehicle monitoring system is uncertainty management. Bayesian networks (BN) emerged as a normative and effective formalism for uncertain reasoning in many AI tasks. Since a priori modeling of the domain into a BN is impractical due to the vast interpretation space, the BN formalism has been considered inapplicable to this type of task. We propose a framework in which the BN formalism can be applied to vehicle monitoring. The framework explores domain decomposition, model separation, model approximation, model compilation and re-analysis. Experimental implementation demonstrated good performance at near-real time." @default.
- W1493886287 created "2016-06-24" @default.
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- W1493886287 date "2000-01-01" @default.
- W1493886287 modified "2023-09-27" @default.
- W1493886287 title "A constructive Bayesian approach for vehicle monitoring" @default.
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- W1493886287 doi "https://doi.org/10.1109/ific.2000.859890" @default.
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