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Optimising training data for ANNs with Genetic Algorithms
Artificial Neural Networks Genetic Algorithms rainfall-runoff
2009/5/13
Artificial Neural Networks (ANNs) have proved to be good modelling tools in hydrology for rainfall-runoff modelling and hydraulic flow modelling. Representative datasets are necessary for the training...
Chemical study of river waters in U.S.military central training area of Okinawa Island
river water chemical composition
2009/4/1
Many U.S.military bases are located in the central and northern parts of Okinawa Island. A study on the river waters in such military training areas has been difficult to conduct until now. However th...
Generalisation for neural networks through data sampling and training procedures, with applications to streamflow predictions
neural networks generalisation stacking
2009/3/6
Since the 1990s, neural networks have been applied to many studies in hydrology and water resources.