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Title of article :
Advantages and challenges of Bayesian networks in environmental modelling
Author/Authors :
Uusitalo، نويسنده , , Laura، نويسنده ,
Pages :
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Abstract :
Bayesian networks (BNs) are an increasingly popular method of modelling uncertain and complex domains such as ecosystems and environmental management. At best, they provide a robust and mathematically coherent framework for the analysis of this kind of problems. However, there are certain pitfalls as well. In this paper, I summarise the pros and cons of the use of Bayesian networks especially in the context of environmental modelling and management. I will also give references to relevant publications, and introduce some software products that can be used to build Bayesian networks.
Keywords :
probabilistic networks , Bayesian networks , Modelling , Influence diagrams , Bayes nets
Journal title :
Astroparticle Physics
Link To Document :