Enhancing Travel Choice Modeling with Large Language Models: A Prompt-Learning Approach

X Zhai, H Tian, L Li, T Zhao - arXiv preprint arXiv:2406.13558, 2024 - arxiv.org
Travel choice analysis is crucial for understanding individual travel behavior to develop
appropriate transport policies and recommendation systems in Intelligent Transportation …

Scalable Kernel Logistic Regression with Nystr\" om Approximation: Theoretical Analysis and Application to Discrete Choice Modelling

JÁ Martín-Baos, R García-Ródenas… - arXiv preprint arXiv …, 2024 - arxiv.org
The application of kernel-based Machine Learning (ML) techniques to discrete choice
modelling using large datasets often faces challenges due to memory requirements and the …

The influence of travel mode choice on subjective well-being-a case study

M Ali, E Macioszek - Transport Problems, 2023 - yadda.icm.edu.pl
The correlation between mobility and subjective well-being (SWB) has received much
attention lately. Previous researchers have studied the effect of health parameters or SWB …

[图书][B] Demopan-2–att kombinera enkätdata och mobilnätsdata för bättre skattning av färdmedelsvalmodell för långväga resor: populärvetenskaplig sammanfattning

I Kristoffersson, A Andersson, M Börjesson - 2023 - diva-portal.org
Denna rapport beskriver arbetet i projektet Demopan-2 med att utveckla prognosmodeller
för färdmedelsval för långväga resor givet att resvaneundersökningar har sjunkande …