Koch, Thomas Hans Arjen

English

This dissertation forms part of the North/South-line Impact Study, a four-year interdisciplinary research project on the effects of the opening of a new metro line in Amsterdam connecting the north with the south of the city. Our main research question focuses on mobility and accessibility: "What are the effects of the opening of the North/South metro line for the entire transportation system in the Greater Amsterdam Metropolitan region?". In particular we examine how the new metro line affects: (1) changes in multi-modal travel behavior, (2) changes in the number of trips and travel distance per transportation mode, and (3) travel times and congestion for car and bicycle. We examine each of these three dimensions in turn, in the three parts of this thesis

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VU Research PortalA Machine Learning Approach to Understanding Transportation Mode BehaviorKoch, Thomas Hans Arjen2022document versionPublisher's PDF, also known as Version of recordLink to publication in VU Research Portalcitation for published version (APA)Koch, T. H. A. (2022). A Machine Learning Approach to Understanding Transportation Mode Behavior. [PhD-Thesis - Research and graduation internal, Vrije Universiteit Amsterdam].General rightsCopyright and moral rights for the publications made accessible in the public portal are retained by the authors and/or other copyright ownersand it is a condition of accessing publications that users recognise and abide by the legal requirements associated with these rights.            • Users may download and print one copy of any publication from the public portal for the purpose of private study or research.            • You may not further distribute the material or use it for any profit-making activity or commercial gain            • You may freely distribute the URL identifying the publication in the public portal ?Take down policyIf you believe that this document breaches copyright please contact us providing details, and we will remove access to the work immediatelyand investigate your claim.E-mail address:vuresearchportal.ub@vu.nlDownload date: 14. Oct. 2023VRIJE UNIVERSITEITMOBILITY AND ACCESSIBILITY IN THEMETROPOLITAN REGION OF AMSTERDAMACADEMISCH PROEFSCHRIFTter verkrijging van de graad van Doctor aande Vrije Universiteit Amsterdam,op gezag van de rector magnificusprof.dr. J.J.G. Geurts,in het openbaar te verdedigenten overstaan van de promotiecommissievan de Faculteit der Bètawetenschappenop maandag 16 mei 2022 om 11.45 uurin een bijeenkomst van de universiteit,De Boelelaan 1105doorThomas Hans Arjen Kochgeboren te Lelystadpromotor: prof.dr. R.D. van der Meicopromotor: dr. E.R. Dugundjipromotiecommissie: prof. dr. G.M. Kooleprof. dr. E.T. Verhoefdr. E.J.E.M. Pauwelsprof.dr. T. Bellemansdr. M. Snelder

A Machine Learning Approach to Understanding Transportation Mode Behavior

https://research.vu.nl/ws/files/155814124/t%20h%20a%20%20Koch%20-%20title_page.pdf

A Machine Learning Approach to Understanding Transportation Mode Behavior

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