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 …

Why do they live so far from work? Determinants of long-distance commuting in California

SK Mitra, JDM Saphores - Journal of transport geography, 2019 - Elsevier
The determinants of long-distance commuting (trips longer than 50 miles one-way) in the US
appear to be poorly understood even though long-distance commuting likely has substantial …

[HTML][HTML] The usage of location based big data and trip planning services for the estimation of a long-distance travel demand model. Predicting the impacts of a new …

C Llorca, J Ji, J Molloy, R Moeckel - Research in transportation economics, 2018 - Elsevier
Travel demand models are a useful tool to assess transportation projects. Within travel
demand, long-distance trips represent a significant amount of the total vehicle-kilometers …

Estimation of a long-distance travel demand model using trip surveys, location-based big data, and trip planning services

C Llorca, J Molloy, J Ji… - Transportation Research …, 2018 - journals.sagepub.com
Long-distance trips are less frequent than short-distance urban trips, but contribute
significantly to the total distance traveled, and thus to congestion and transport-related …

Agent-based simulation of long-distance travel: Strategies to reduce CO2 emissions from passenger aviation

A Pukhova, AT Moreno, C Llorca, WC Huang… - Urban Planning, 2021 - ssoar.info
Every sector needs to minimize GHG emissions to limit climate change. Emissions from
transport, however, have remained mostly unchanged over the past thirty years. In particular …

Incorporating long-distance travel into transportation planning in the United States

L Aultman-Hall - 2018 - escholarship.org
In the early years of transportation planning and highway infrastructure development in the
United States the focus was on intercity or long-distance travel, a contrast to the metropolitan …

[PDF][PDF] Modelling long-distance travel in the UK

C Rohr, J Fox, A Daly, B Patruni, S Patil… - Proceedings of the 38th …, 2010 - Citeseer
Trips over 50 miles in length account for just 2.3% of all trips, but about a third of all distance
travelled within Great Britain. Because of the small proportion of all travel they form, long …

A study of visitors' leisure travel behavior in the northwest territories of Canada

J LaMondia, C Bhat - Transportation Letters, 2011 - Taylor & Francis
As long-distance leisure travel has shifted to being broader and more of an amalgam of
different activity types, it has become critical for planners to understand what combinations of …

Valuation of travel time for international long-distance travel–results from the Fehmarn Belt stated choice experiment

SL Mabit, J Rich, P Burge, D Potoglou - Journal of Transport Geography, 2013 - Elsevier
The geographical scope of travel varies from short distances in urban areas to long
distances across cities and countries. While urban travel has been widely analysed in the …

Modeling long-distance travel in great britain

C Rohr, J Fox, A Daly, B Patruni… - Transportation …, 2013 - journals.sagepub.com
Trips longer than 50 mi account for less than one-fortieth of all trips but nearly one-third of all
distance traveled within Great Britain. Because of the small proportion of all travel that they …