309 search results - page 1 / 62 » Predictive Uncertainty in Environmental Modelling |
IJCNN
2006
IEEE
14 years 1 months ago
2006
IEEE
Abstract— Artificial neural networks have proved an attractive approach to non-linear regression problems arising in environmental modelling, such as statistical downscaling, sh...
ENVSOFT
2007
13 years 7 months ago
2007
Communication across the science-policy interface is complicated by uncertainty and ignorance associated with predictions on which to base policies. The international symposium ...
KELSI
2004
Springer
14 years 1 months ago
2004
Springer
Abstract. This paper describes the problem of modelling toxicity of environmental pollutants using molecular descriptors from a systems theoretical viewpoint. It is shown that curr...
NN
2006
Springer
13 years 7 months ago
2006
Springer
This paper introduces a generic theoretical framework for predictive learning, and relates it to data-driven and learning applications in earth and environmental sciences. The iss...
IJCNN
2006
IEEE
14 years 1 months ago
2006
IEEE
— In many applications of supervised learning, the conditional average of the target variables is not sufficient for prediction. The dependencies between the explanatory variabl...