Data splitting for artificial neural networks using SOM-based stratified sampling

Author:

May R.J.,Maier H.R.,Dandy G.C.

Publisher

Elsevier BV

Subject

Artificial Intelligence,Cognitive Neuroscience

Reference37 articles.

1. Generalisation for neural networks through data sampling and training procedures, with applications to stream flow predictions;Anctil;Hydology and Earth System Sciences,2004

2. Baxter, C. W., Stanley, S. J., Zhang, Q., & Smith, D. W. (2000). Developing artificial neural network process models: A guide for drinking water utilities. In 6th environmental engineering society specialty conference of the CSCE. Vol. 376–383

3. Input determination for neural network models in water resources applications. Part 1 — background and methodology;Bowden;Journal of Hydrology,2005

4. Optimal division of data for neural network models in water resources applications;Bowden;Water Resources Research,2002

5. Forecasting chlorine residuals in a water distribution system using a general regression neural network;Bowden;Mathematical and Computer Modelling,2006

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