KSL-90-47 + redirect page
A Combination of Cutset Conditioning with Clique-Tree Propagation in the Pathfinder System + Has identifier
A Combination of Cutset Conditioning with Clique-Tree Propagation in the Pathfinder System + Ksl tr id
| A Combination of Cutset Conditioning with Clique-Tree Propagation in the Pathfinder System |
Bibtype
inproceedings
Has publishing details
245-254,1992
Has title
A Combination of Cutset Conditioning with Clique-Tree Propagation in the Pathfinder System
Has where published
Proceedings of the Sixth Annual Conference on Uncertainty in Artificial Intelligence
Has year
1992
Title
A Combination of Cutset Conditioning with Clique-Tree Propagation in the Pathfinder System
Year
1992
Abstract
Cutset conditioning and clique-tree propag … Cutset conditioning and clique-tree propagation are two popular methods for performing exact probabilistic inference in Bayesian belief networks. Cutset conditioning is based on decomposition of a subset of network nodes,whereas clique-tree propagation depends on aggregation of nodes. We describe a means to combine cutset conditioning and clique-tree propagation in an approach called AGGREGATION AFTER DECOMPOSITION (AD). We discuss the application of the AD method in the Pathfinder system, a medical expert system that offers assistance with diagnosis in hematopathology. istance with diagnosis in hematopathology.
Author
Henri Jacques Suermondt and Gregory F. Cooper and David Heckerman +
Booktitle
Proceedings of the Sixth Annual Conference on Uncertainty in Artificial Intelligence +
Has author
Henri Jacques Suermondt and Gregory F. Cooper and David Heckerman +
Has identifier
A Combination of Cutset Conditioning with Clique-Tree Propagation in the Pathfinder System +
Ksl tr id
A Combination of Cutset Conditioning with Clique-Tree Propagation in the Pathfinder System +
Pages
245-254 +
Process note
GOOGLE +
Publisher
Elsevier Science booktitles +
Categories InProceedings +, KSL Technical Report +, Publication +
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