Highly Influenced

@inproceedings{RemovalRobert1997ApproximatingBB, title={Approximating Bayesian Belief Networks by Arc}, author={RemovalRobert and Alexander van Engelen}, year={1997} }

- Published 1997

Bayesian belief networks or causal probabilistic networks may reach a certain size and complexity where the computations involved in exact probabilistic inference on the network tend to become rather time consuming. Methods for approximating a network by a simpler one allow the computational complexity of probabilistic inference on the network to be reduced at least to some extend. We propose a general framework for approximating Bayesian belief networks based on model simpliication by arcâ€¦Â CONTINUE READING

Highly Cited

This paper has 61 citations. REVIEW CITATIONS

Citations per Year

Semantic Scholar estimates that this publication has **61** citations based on the available data.

See our **FAQ** for additional information.