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Extending GeNIe for building graphical decision-theoretic models

Authors :
Sheng-Min Cui
Lihua Zhou
Ming Yang
Yunfei Ge
Source :
FSKD, Web of Science
Publication Year :
2013
Publisher :
IEEE, 2013.

Abstract

The influence diagram is a graph model for solving complex decision problems based on uncertain information. In order to deal with various decision problems, many new types of influence diagram have been developed. In this paper, we extend GeNIe, a development environment for building graphical decision-theoretic models, by using the library of functions (SMILE) for graphical probabilistic and decision-theoretic models, and thus GeNIe can model and evaluate the qualitative influence diagram with weights and the influence diagram with interval parameters.

Details

Database :
OpenAIRE
Journal :
2013 10th International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)
Accession number :
edsair.doi.dedup.....6f2a51e0735f3789c159a713f495613e
Full Text :
https://doi.org/10.1109/fskd.2013.6816265