Modelling urban networks using Variational Autoencoders

Abstract A long-standing question for urban and regional planners pertains to the ability to describe urban patterns quantitatively. Cities’ transport infrastructure, particularly street networks, provides an invaluable source of information about the urban patterns generated by peoples’ movements a...

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Bibliographic Details
Main Authors: Kira Kempinska, Roberto Murcio
Format: Article
Language:English
Published: SpringerOpen 2019-11-01
Series:Applied Network Science
Subjects:
Online Access:https://doi.org/10.1007/s41109-019-0234-0