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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

Open Access
|Nov 2025

Authors

Ramin Bohlouli

ramin.bohlouli@uniroma1.it

Università di Roma La Sapienza, Roma, Italy

Ken Koshy Varghese

kenkoshy.varghese@uniroma1.it

Università di Roma La Sapienza, Roma, Italy

Guido Gentile

guido.gentile@uniroma1.it

Università di Roma La Sapienza, Roma, Italy

Mohamed Eldafrawi

mohamed.eldafrawi@uniroma1.it

Università di Roma La Sapienza, Roma, Italy
DOI: https://doi.org/10.2478/ttj-2025-0027 | Journal eISSN: 1407-6179 | Journal ISSN: 1407-6160
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

© 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.