January 1989
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1,515 Reads
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12,082 Citations
Neural Networks
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... 4 The choice of one hidden layer is justified by the following reasons: first, the seven inputs suggest a less large dataset and, therefore, a simpler network. Second, mathematically, neural networks with only one hidden layer can approximate any function accurately if the number of neurons is large enough [32,33]. As commonly applied in ANNs and to minimize the effect of outliers, each of the variables included in the dataset is feature-scaled, between 0 and 1, using a min-max normalization approach: ...
- Citing Article
January 1989
Neural Networks