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Enhancing Mode-Choice Models with Conformal Prediction: Uncertainty Quantification and Decision Support Using Tree-Based Machine Learning Cover

Enhancing Mode-Choice Models with Conformal Prediction: Uncertainty Quantification and Decision Support Using Tree-Based Machine Learning

Transport and Telecommunication Journal
Volume 26 (2025): Issue 4 (November 2025)
By: Ramin Bohlouli,  Ken Koshy Varghese,  Guido Gentile and  Mohamed Eldafrawi  
Open Access
|Nov 2025
DOI: https://doi.org/10.2478/ttj-2025-0027 | Journal eISSN: 1407-6179 | Journal ISSN: 1407-6160
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Language: English
Page range: 352 - 361
Published on: Nov 21, 2025
Published by: Transport and Telecommunication Institute
In partnership with: Paradigm Publishing Services
Publication frequency: 4 issues per year
Keywords:
Transportation mode choice,
uncertainty quantification,
conformal prediction,
machine learning in transportation,
risk-aware decision-making
Related subjects:
Engineering,
Introductions and overviews,
Engineering, other

© 2025 Ramin Bohlouli, Ken Koshy Varghese, Guido Gentile, Mohamed Eldafrawi, published by Transport and Telecommunication Institute
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.

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