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ALF-Score++, a novel approach to transfer knowledge and predict network-based walkability scores across cities

Walkability is an important measure with strong ties to our health. However, there are existing gaps in the literature. Our previous work proposed new approaches to address existing limitations. This paper explores new ways of applying transferability using transfer-learning. Road networks, POIs, an...

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Detalles Bibliográficos
Autores principales: S. Alfosool, Ali M., Chen, Yuanzhu, Fuller, Daniel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9388587/
https://www.ncbi.nlm.nih.gov/pubmed/35982116
http://dx.doi.org/10.1038/s41598-022-17713-y