## Exploiting Structure in Weighted Model Counting Approaches to Probabilistic Inference

- Wei Li, Pascal Poupart, Peter van Beek
- J. Artif. Intell. Res.
- 2011

The application areas we will consider in this chapter include diagnosis, bioinformatics, channel coding, and commonsense reasoning. For each one of these applications, we will state a specific reasoning problem which can be addressed by posing a formal query with respect to a Bayesian network. We will discuss the process of constructing the required… (More)

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