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Convolutional neural network-based deep learning model for air quality prediction in October city of Egypt

Nehal Elshaboury, Eslam Mohammed Abdelkader, Abobakr Al-Sakkaf

Construction Innovation: Information Process Management (2025) 25 (2): 620–640.

https://doi.org/10.1108/CI-11-2022-0292

Published: 11 July 2023

... perceptron neural network models are used to forecast the overall concentrations of sulfur dioxide (SO₂) and particulate matter 10 µm in diameter (PM₁₀). The models are trained and validated by using monthly data available from the Egyptian Environmental Affairs Agency between December...

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