A two-step method for mode choice estimation with socioeconomic and spatial information

CS Pitombo, AR Salgueiro, ASG da Costa, CA Isler - Spatial Statistics, 2015 - Elsevier
Individuals choose the travel mode considering their own characteristics, those of the
journey and the transport systems. Despite the current wide availability of georeferenced …

Proposal of a sequential method for spatial interpolation of mode choice

CS Pitombo, ASGD Costa… - Boletim de Ciências …, 2015 - SciELO Brasil
The main objective of this study is to propose a sequential method for spatial interpolation of
mode choice for household locations where choices are unobserved based on Decision …

A conjoint approach of spatial statistics and a traditional method for travel mode choice issues

A Lindner, CS Pitombo - Journal of Geovisualization and Spatial Analysis, 2018 - Springer
Conventional analysis of transportation demand is usually carried out using socioeconomic,
travel, and land use attributes. Despite the effectiveness on travel demand forecasting, it is …

Kriging geostatistical methods for travel mode choice: a spatial data analysis to travel demand forecasting

VA Gomes, CS Pitombo, SS Rocha, ARGNL Salgueiro - 2016 - repositorio.ufc.br
This paper aims to compare the results of two techniques of Kriging (Ordinary Kriging and
Indicator Kriging) that are applied to estimate the Private Motorized (PM) travel mode use …

Incorporating nonmotorized modes in a mode choice model

SP Sanches, F Serra de Arruda - Transportation research …, 2002 - journals.sagepub.com
A binary logit mode choice model that incorporates nonmotorized modes of transport was
formulated. The model was calibrated with data collected at a Brazilian university campus …

Estimating motorized travel mode choice using classifiers: An application for high-dimensional multicollinear data

A Lindner, CS Pitombo, AL Cunha - Travel Behaviour and Society, 2017 - Elsevier
Studies in the field of discrete choice analysis are crucial for transportation planning.
Generally, travel demand models are based on the maximization of the random utility and …

Walkability as a summary measure in a spatially autoregressive mode choice model: an instrumental variable approach

F Goetzke, PM Andrade - Progress in Spatial Analysis: Methods and …, 2010 - Springer
In recent years it has become more common to include social interactions or neighborhood
effects (also called social network effects) in transportation modeling. These models are …

Household travel mode choice estimation with large-scale data—an empirical analysis based on mobility data in Milan

L Liang, M Xu, S Grant-Muller… - International journal of …, 2021 - Taylor & Francis
Data analysis plays a key role in supporting the development of sustainable transportation.
Using the large-scale household mobility survey data collected in Milan, Italy during 2005 …

[PDF][PDF] ON THE USE OF MACHINE LEARNING TECHNIQUES AND DISCRETE CHOICE MODELS IN MODE CHOICE ANALYSIS.

O Benjdiya, N Rouky, O Benmoussa, M Fri - LogForum, 2023 - researchgate.net
Background: The mode choice stage is a critical aspect that transportation experts rely on to
develop a robust transportation system for a particular region. Various techniques are …

Data-driven modeling and analysis of household travel mode choice

N Shukla, J Ma, R Wickramasuriya Denagamage… - 2013 - ro.uow.edu.au
One of the important problems studied in the area of travel behavior analysis is travel mode
choice which is one of the four crucial steps in transportation demand estimation for urban …