Inaccurate parameters in Gaussian Bayesian networks

Autor: Gómez Villegas, Miguel Á., Main Yaque, Paloma, Susi García, Rosario
Jazyk: angličtina
Rok vydání: 2008
Předmět:
Zdroj: E-Prints Complutense: Archivo Institucional de la UCM
Universidad Complutense de Madrid
E-Prints Complutense. Archivo Institucional de la UCM
instname
Popis: To determine the effect of a set of inaccurate parameters in Gaussian Bayesian networks, it is necessary to study the sensitive of the model. With this aim we propose a sensitivity analysis based on comparing two differents models: the original model with the initial parameters assigned to the Gaussian Bayesian network and the perturbed model obtain afther perturbing a ser of inaccurate parameters with specific characteristics.
Databáze: OpenAIRE