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Building a bayesian factor tree from examples | IEEE Conference Publication | IEEE Xplore

Building a bayesian factor tree from examples


Abstract:

A criterion based on mutual information among variables is proposed for building a bayesian tree from a finite number of examples. The factor graph, in Forney-style form,...Show More

Abstract:

A criterion based on mutual information among variables is proposed for building a bayesian tree from a finite number of examples. The factor graph, in Forney-style form, can be used as an associative memory that performs probabilistic inference in data fusion applications. The procedure is explained with the aid of a fully-described example.
Date of Conference: 14-16 June 2010
Date Added to IEEE Xplore: 14 October 2010
ISBN Information:

ISSN Information:

Conference Location: Elba, Italy

References

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