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Contenido archivado el 2022-12-23

Multivariate statistical analysis and Bayesian belief networks for the development of intelligent decision support systems with applications in medicine and agriculture

Objetivo



The main objective of the project is to enhance the current generation of intelligent decision support systems through the use of multivariate statistical analysis. It includes a study of the structure of relationships between components of multidimensional random vectors; the development of a theory of T-normal distributions; the construction of models for the description of sequential responses of random objects; the relation between multivariate statistical analysis and Bayesian belief networks; and a study of the stability of multivariate statistical methods.

Another objective of the project is to investigate the applicability of the techniques developed to two different problems: the prediction of medical treatment of children in states of emergency, and the classification of ecological states of arable land.

Convocatoria de propuestas

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Régimen de financiación

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Coordinador

Royal Holloway and Bedford New College
Aportación de la UE
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Dirección
Egham Hill
TW20 0EX Egham
Reino Unido

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Coste total
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Participantes (5)