The identification of significant features towards travel mode choice and its prediction via optimised random forest classifier: An evaluation for active commuting …
Introduction Physical activity is the foundation to staying healthy, but sedentary activities
have become not uncommon that ought to be mitigated immediately. The study aims to …
have become not uncommon that ought to be mitigated immediately. The study aims to …
[HTML][HTML] Mode choice modeling to shift car travelers towards park and ride service in the city centre of Karachi
Currently, congestion in Karachi's central business district (CBD) is the result of people
driving their cars to work. Consequently, a park and ride (P&R) service has proved …
driving their cars to work. Consequently, a park and ride (P&R) service has proved …
Mode choice analysis using random forrest decision trees
Mode choice analysis forms an integral part of transportation planning process as it gives a
complete insight to the mode choice preferences of the commuters and is also used as an …
complete insight to the mode choice preferences of the commuters and is also used as an …
A comparative study of machine learning classifiers for modeling travel mode choice
J Hagenauer, M Helbich - Expert Systems with Applications, 2017 - Elsevier
The analysis of travel mode choice is an important task in transportation planning and policy
making in order to understand and predict travel demands. While advances in machine …
making in order to understand and predict travel demands. While advances in machine …
[HTML][HTML] A nested ensemble approach with ANNs to investigate the effect of socioeconomic attributes on active commuting of university students
Analysis of travel mode choice is vital in policymaking and transportation planning to
comprehend and forecast travel demands. Universities resemble major trip attraction hubs …
comprehend and forecast travel demands. Universities resemble major trip attraction hubs …
[PDF][PDF] MULTIMODAL CHOICE MODELING USING RANDOM FOREST DECISION TREES.
CR Sekhara, E Madhu - International Journal for Traffic & …, 2016 - researchgate.net
Mode choice analysis forms an integral part of transportation planning process as it gives a
complete insight to the mode choice preferences of the commuters and is also used as an …
complete insight to the mode choice preferences of the commuters and is also used as an …
Machine-learning approaches to identify travel modes using smartphone-assisted survey and map application programming interface
Y Sun, Y Dong, EO D. Waygood… - Transportation …, 2023 - journals.sagepub.com
Travel mode choice prediction is essential for transportation planning and travel demand
prediction. One of the conventional travel survey methods is collecting data over landline …
prediction. One of the conventional travel survey methods is collecting data over landline …
Study on mode choice using nested logit models in travel towards Chennai metropolitan city
L Shanmugam, M Ramasamy - Journal of Ambient Intelligence and …, 2021 - Springer
The fast-growing population, great development in the economy and the improvement of
urbanization brought about the quick rise in the volume of motor vehicles in the urban areas …
urbanization brought about the quick rise in the volume of motor vehicles in the urban areas …
[HTML][HTML] Choice modelling of a car traveler towards park-and-ride services in Putrajaya to create green development
Putrajaya is facing an increasing number of private car ownership and its usage. Integrated
transportation infrastructure connecting the city with suburban areas and comparatively low …
transportation infrastructure connecting the city with suburban areas and comparatively low …
Predicting the travel mode choice with interpretable machine learning techniques: A comparative study
MT Kashifi, A Jamal, MS Kashefi… - Travel Behaviour and …, 2022 - Elsevier
Prediction of mode choice for travelers has been the subject of keen interest among
transportation planners. Traditionally, mode choice analysis is conducted by statistical …
transportation planners. Traditionally, mode choice analysis is conducted by statistical …