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Aim in Climate Change and City Pollution. (arXiv:2112.15115v1 [cs.LG])
Jan. 3, 2022, 2:10 a.m. | Pablo Torres, Beril Sirmacek, Sergio Hoyas, Ricardo Vinuesa
cs.LG updates on arXiv.org arxiv.org
The sustainability of urban environments is an increasingly relevant problem.
Air pollution plays a key role in the degradation of the environment as well as
the health of the citizens exposed to it. In this chapter we provide a review
of the methods available to model air pollution, focusing on the application of
machine-learning methods. In fact, machine-learning methods have proved to
importantly increase the accuracy of traditional air-pollution approaches while
limiting the development cost of the models. Machine-learning tools …
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