What factors contribute to uneven suburbanisation? Predicting the number of migrants from Warsaw to its suburbs with machine learning

This article investigates the spatially uneven migration from Warsaw to its suburban municipalities. We report a novel approach to modelling suburbanisation: several linear and nonlinear predictive models are applied, and Explainable Artificial Intelligence methods are used to interpret the shape of...

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Veröffentlicht in:The Annals of regional science 2024-04, Vol.72 (4), p.1353-1382
Hauptverfasser: Bogusz, Honorata, Winnicki, Szymon, Wójcik, Piotr
Format: Artikel
Sprache:eng
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