Interpretable machine learning models for detecting fine-grained transport modes by multi-source data

Analysis of transport mode choice is crucial in transportation planning and optimization. Traditionally, the transport mode of individuals is detected by discrete choice models (DCMs), which rely on data regarding individual and household attributes. Using these attribute data raises privacy concern...

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Bibliographic Details
Main Authors: Yuhang Liu, Jun Chen, Yuchen Wang, Wei Wang
Format: Article
Language:English
Published: AIMS Press 2023-10-01
Series:Electronic Research Archive
Subjects:
Online Access:https://www.aimspress.com/article/doi/10.3934/era.2023346?viewType=HTML