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Due to the strong flexibility of artificial neural networks (ANNs), a new method on ANN is presented to analyze the variance based importance measure (VBIM) of correlated input variables. An individual input variable’s global variance contribution to the output response can be evaluated and decomposed into the contributions uncorrelated and correlated with other input variables by use of the ANN model...
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