[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 …

How to incorporate machine learning and microsimulation tools in travel demand forecasting in multi-modal networks

M Owais - Expert Systems with Applications, 2024 - Elsevier
There is no doubt that the travel demand forecasting stage is the most crucial stage in any
transportation project, with the aim of improving existing facilities or establishing one from …

[HTML][HTML] Spatial heterogeneity in distance decay of using bike sharing: An empirical large-scale analysis in Shanghai

K Gao, Y Yang, A Li, X Qu - Transportation research part D: transport and …, 2021 - Elsevier
Distance decay is a vital aspect for modeling spatial interactions of human movements and
an indispensable input for land use planning and travel demand prediction models …

Predicting mobile users' next location using the semantically enriched geo-embedding model and the multilayer attention mechanism

Y Yao, Z Guo, C Dou, M Jia, Y Hong, Q Guan… - … , Environment and Urban …, 2023 - Elsevier
Predicting the next location of human mobility and its semantic information can support
recommendations for location-based services and trajectory mining, such as human mobility …

Effect of perception and attitudinal variables on mode choice behavior: A case study of Indian city, Agartala

PP Sarkar, C Mallikarjuna - Travel Behaviour and Society, 2018 - Elsevier
Attitudes and perceptions play a significant role in the individual's selection of a travel mode.
In the developing cities of India, socioeconomic characteristics vary significantly among the …

Do built environment effects on travel behavior differ between household members? A case study of Nanjing, China

S Yang, Y Fan, W Deng, L Cheng - Transport policy, 2019 - Elsevier
Although built environment effects on travel behavior have become a popular research topic
globally, studies on the subject have rarely examined how built environment effects may …

Do land use structure changes impact regional carbon emissions? A spatial econometric study in Sichuan Basin, China

H Li, T Lin - International Journal of Environmental Research and …, 2022 - mdpi.com
Human activities are closely related to carbon emissions and the mechanism of land-use
structure change on carbon emissions is unclear. In this study, 143 counties in the Sichuan …

A comprehensive review of trip generation models based on land use characteristics

J Mukherjee, BR Kadali - Transportation Research Part D: Transport and …, 2022 - Elsevier
To assess the impact of any proposed development, it is necessary to estimate the trips that
are likely to be generated because of such development. In case of developing countries …

Size matters: the use and misuse of statistical significance in discrete choice models in the transportation academic literature

G Parady, KW Axhausen - Transportation, 2024 - Springer
In this paper we review the academic transportation literature published between 2014 and
2018 to evaluate where the field stands regarding the use and misuse of statistical …

Impact of the mixed degree of urban functions on the taxi travel demand

C Yuan, Y Duan, X Mao, N Ma, J Zhao - PloS one, 2021 - journals.plos.org
As an important service industry in cities, taxis provide people with an all-weather travel
mode. And its demand is greatly affected by the internal functions of the city. It is very …