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Binarization algorithms for approximate updating in credal nets
(Ios Press, 2006)
Credal networks generalize Bayesian networks relaxing numerical parameters. This considerably expands expressivity. but makes belief updating a hard task even on polytrees. Nevertheless, if all the variables are binary, ...
Approximate algorithms for credal networks with binary variables
(ELSEVIER SCIENCE INC, 2008)
This paper presents a family of algorithms for approximate inference in credal networks (that is, models based on directed acyclic graphs and set-valued probabilities) that contain only binary variables. Such networks can ...
Identificación de la delimitación administrativa de la malaria usando redes neuronales artificiales
(Universidad de los Llanos, 2017-07-16)
La metodología de clustering fue utilizada para agrupar tres barrios en Quibdó teniendo en cuenta factores que favorecen el desarrollo de la malaria. Los mapas auto-organizados de Kohonen fueron utilizados para el análisis ...