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Air Quality Prediction Affected by Different Activation Functions and Hidden Layer Nodes in Artificial Neural Network Models

The effects of different activation functions (sigmoid and hyperbolic tangent), and node numbers in a hidden layer of artificial neural network (ANN) models on urban air quality forecasting were investigated in a coastal city of Korea. The ANN models of multilayer perceptron (MLP) with a back-propag...

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Váldodahkki: Soo-Min Choi
Materiálatiipa: Artigo
Giella:Inglês
Almmustuhtton: MDPI AG 2025-12-01
Ráidu:Applied Sciences
Fáttát:
Liŋkkat:https://www.mdpi.com/2076-3417/15/24/12863
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