A feature-oriented vehicle trajectory data processing scheme for data mining: A case study for Statewide truck parking behaviors

We propose a workflow for trajectory data mining jointly using well-tested (as opposed to ad hoc) machine learning algorithms and unstructured local knowledge of experts and decision-makers, a common requirement in public agencies and consulting businesses. The key step of the workflow is to condens...

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Bibliographic Details
Main Authors: Jiangbo Gabe Yu, Brent Selby, Nicholas Vlahos, Vivek Yadav, Jason Lemp
Format: Article
Language:English
Published: Elsevier 2021-09-01
Series:Transportation Research Interdisciplinary Perspectives
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2590198221001081