Geodesic
Comparing algorithms based on marginal problem
Kybernetika, Tome 43 (2007) no. 5, pp. 633-647

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The paper deals with practical aspects of decision making under uncertainty on finite sets. The model is based on marginal problem. Numerical behaviour of 10 different algorithms is compared in form of a study case on the data from the field of rheumatology. (Five of the algorithms types were suggested by A. Perez.) The algorithms (expert systems, inference engines) are studied in different situations (combinations of parameters).
Classification : 62E15, 68T37
Keywords: graphical probabilistic models; probabilistic inference; marginal problem 
@article{KYB_2007__43_5_a3,
     author = {K\v{r}{\'\i}\v{z}, Otakar},
     title = {Comparing algorithms based on marginal problem},
     journal = {Kybernetika},
     pages = {633--647},
     publisher = {mathdoc},
     volume = {43},
     number = {5},
     year = {2007},
     mrnumber = {2376328},
     zbl = {1148.68520},
     language = {en},
     url = {http://geodesic.mathdoc.fr/item/KYB_2007__43_5_a3/}
}
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Kříž, Otakar. Comparing algorithms based on marginal problem. Kybernetika, Tome 43 (2007) no. 5, pp. 633-647. http://geodesic.mathdoc.fr/item/KYB_2007__43_5_a3/