309 search results - page 1 / 62 » Predictive Uncertainty in Environmental Modelling |
IJCNN
2006
IEEE
13 years 10 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 4 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
13 years 10 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 4 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
13 years 10 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...