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ArticleData-driven choice set generation and estimation of route choice models

Rui Yao2020

Article2020

Data-driven choice set generation and estimation of route choice models

Rui Yao · Shlomo Bekhor

50 citations·0/0 files stored·Transportation Research Part C Emerging Technologies

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Transportation Planning and Optimization Transportation and Mobility Innovations Traffic Prediction and Management Techniques

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References

2018Applying a random forest method approach to model travel mode choice behavior 2002NETWORK KNOWLEDGE AND ROUTE CHOICE 2013A link based network route choice model with unrestricted choice set 2009Sampling of alternatives for route choice modeling 2006Evaluation of choice set generation algorithms for route choice models 2006Applying Branch-and-Bound Technique to Route Choice Set Generation 2008On Modelling Route Choice Sets in Transportation Networks: A Synthesis 2016Bike route choice modeling using GPS data without choice sets of paths

Cited by

2021Choice modelling in the age of machine learning - Discussion paper 2024Potentials of digital twin system for analyzing travel behavior decisions 2023Comparing and contrasting choice model and machine learning techniques in the context of vehicle ownership decisions 2024Travel behaviour and game theory: A review of route choice modeling behaviour 2024Enhancing choice-set generation and route choice modeling with data- and knowledge-driven approach

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2020Performance evaluation of choice set generation algorithms for analyzing truck route choice: insights from spatial aggregation for the breadth first search link elimination (BFS-LE) algorithmarticle · 9 shared references 2018Evaluating a data-driven approach for choice set identification using GPS bicycle route choice data from Amsterdamarticle · 7 shared references 2016Incorporating observed and unobserved heterogeneity in route choice analysis with sampled choice setsarticle · 7 shared references 2020Determining an efficient and precise choice set for public transport based on tracking dataarticle · 7 shared references 2024Ensemble methods for route choicearticle · 7 shared references 2012Route choice sets for very high-resolution dataarticle · 6 shared references

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Year2020

Typearticle

Published2020-11-01

VenueTransportation Research Part C Emerging Technologies

ISSN-L0968-090X

Languageen

Citations50

Files0 public / 0

ShelfTransportation Planning and Optimization

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doi10.1016/j.trc.2020.102832

openalex_workW3095007137

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2022

Influence of smartphone traffic application information on drivers’ route choice behaviours

2024Route choice modelling for an urban rail transit network: past, recent progress and future prospects

2023A Route Choice Model for the Investigation of Drivers’ Willingness to Choose a Flyover Motorway in Greece