IEEE - Institute of Electrical and Electronics Engineers, Inc. - Efficient Representation and Fusion of Hybrid Joint Densities for Clusters in Nonlinear Hybrid Bayesian Networks

2006 9th International Conference on Information Fusion

Author(s): O.C. Schrempf ; A. Hanselmann ; U.D. Hanebeck
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 July 2006
Conference Location: Florence, Italy
Conference Date: 10 July 2006
Page(s): 1 - 8
ISBN (CD): 0-9721844-6-5
ISBN (Paper): 1-4244-0953-5
DOI: 10.1109/ICIF.2006.301749
Regular:

Undirected cycles in Bayesian networks are often treated by using clustering methods. This results in networks with nodes characterized by joint probability densities instead of marginal... View More

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