[HTML][HTML] The overreliance on statistical goodness-of-fit and under-reliance on model validation in discrete choice models: A review of validation practices in the …

G Parady, D Ory, J Walker - Journal of Choice Modelling, 2021 - Elsevier
An examination of model validation practices in the peer-reviewed transportation literature
published between 2014 and 2018 reveals that 92% of studies reported goodness-of-fit …

Exploring interactive and nonlinear effects of key factors on intercity travel mode choice using XGBoost

X Li, L Shi, Y Shi, J Tang, P Zhao, Y Wang, J Chen - Applied Geography, 2024 - Elsevier
Unraveling the complex relationships between intercity travel mode choices and their
determinants is valuable for transport planning and development. However, a better …

A systematic comparative evaluation of machine learning classifiers and discrete choice models for travel mode choice in the presence of response heterogeneity

P Salas, R De la Fuente, S Astroza… - Expert Systems with …, 2022 - Elsevier
Discrete choice models has been for decades the most used technique to model travel
mode choice, being the multinomial logit (MNL) the most popular model among them …

Forecasting passenger travel demand for air and high-speed rail integration service: A case study of Bei**g-Guangzhou corridor, China

ZC Li, D Sheng - Transportation Research Part A: Policy and Practice, 2016 - Elsevier
This paper investigates the mode choice behavior of inter-city passengers among air
transport, high-speed rail (HSR), and air and high-speed rail (AH) integration services …

A travel mode choice model using individual grou** based on cluster analysis

L Ding, N Zhang - Procedia engineering, 2016 - Elsevier
This study aims to estimate travel behaviors by dividing individual travelers into several
groups based on their personal characteristics. The individual grou** was achieved using …

Does high-speed rail mitigate peak vacation car traffic to tourist city? Evidence from China

H Pan, Y Gao, Q Shen, AV Moudon, J Tuo, KN Habib - Transport policy, 2023 - Elsevier
Tourist travel contributes greatly to transport problems in attractive tourist cities. To take full
advantage of high-speed rail (HSR) for alleviating massive car traffic during the peak …

[HTML][HTML] A machine learning comparison of transportation mode changes from high-speed railway promotion in Thailand

C Banyong, N Hantanong, P Wisutwattanasak… - Results in …, 2024 - Elsevier
Thailand's collaboration with China to develop High-Speed Rail (HSR) represents a crucial
step in enhancing transportation infrastructure and promoting regional economic growth …

Analysing travel mode and airline choice using latent class modelling: A case study in Western Australia

H Zhou, R Norman, JC **a, B Hughes… - … Research Part A: Policy …, 2020 - Elsevier
This paper investigates travel mode and airline choice using stated-preference data. Both air
and non-air passengers' data were collected in Western Australia, which allows easier …

Investigation of factors and their dynamic effects on intercity travel modes competition

X Li, R Ma, Y Guo, W Wang, B Yan, J Chen - Travel Behaviour and Society, 2021 - Elsevier
The objective of this paper is to explore the effects of the influencing factors on the intercity
travel mode competition and evaluate their dynamic effects across the travel distance …

The intercity railway connections in China: A comparative analysis of high-speed train and conventional train services

Y Huang, H Zong - Transport Policy, 2022 - Elsevier
The high-speed railway (HSR) has been an essential medium for intercity connections in
China. However, despite the great achievements in HSR development, conventional railway …