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

Project Information

Grant agreement ID: INTAS-93-0725

Project closed

Start date 1 October 1994

End date 30 September 1995

Funded under

• International Association for the promotion of cooperation with scientists from the independent states of the former Soviet Union (INTAS), 1993-

Total cost

No data

EU contribution

€ 30 000,00

Coordinated by

Royal Holloway and Bedford New College
United Kingdom

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Exploitable results

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

The main objective of the project is to enhance the current generation of Intelligent DEcision Support systems (INDECS) 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.