[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 …
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 …
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
Unraveling the complex relationships between intercity travel mode choices and their
determinants is valuable for transport planning and development. However, a better …
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
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 …
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 …
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 …
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
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 …
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 …
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
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 …
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 …
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 …
China. However, despite the great achievements in HSR development, conventional railway …