[HTML][HTML] A review of Machine Learning (ML) algorithms used for modeling travel mode choice

JD Pineda-Jaramillo - Dyna, 2019 - scielo.org.co
In recent decades, transportation planning researchers have used diverse types of machine
learning (ML) algorithms to research a wide range of topics. This review paper starts with a …

On the impact of vehicle automation on the value of travel time while performing work and leisure activities in a car: Theoretical insights and results from a stated …

GH de Almeida Correia, E Looff… - … Research Part A: Policy …, 2019 - Elsevier
Many experts believe the transport system is about to change dramatically. This change is
due to so-called fully-automated vehicles (AVs). However, at present, there are numerous …

Perception towards electric vehicles and the impact on consumers' preference

M Ghasri, A Ardeshiri, T Rashidi - Transportation Research Part D …, 2019 - Elsevier
Relative advantage, or the degree to which a new technology is perceived to be better than
an existing technology which is being replaced, has a significant impact on individuals' …

Simulation error in maximum likelihood estimation of discrete choice models

M Czajkowski, W Budziński - Journal of choice modelling, 2019 - Elsevier
Maximum simulated likelihood is the preferred estimator of most researchers who deal with
discrete choice. It allows estimation of models such as mixed multinomial logit (MXL) …

Do satisfying walking and cycling trips result in more future trips with active travel modes? An exploratory study

J De Vos, T Schwanen, V Van Acker… - International Journal of …, 2019 - Taylor & Francis
Previous studies have indicated that travel satisfaction-the experienced emotions during,
and cognitive evaluation of, a trip-can be affected by travel mode choice and other trip …

Modeling electric vehicle adoption considering a latent travel pattern construct and charging infrastructure

F Nazari, AK Mohammadian, T Stephens - Transportation Research Part D …, 2019 - Elsevier
This paper presents a behavioral model of public, revealed preferences (RP) for various
types of electric vehicles (EVs) while accounting for a latent (green) travel pattern construct …

[HTML][HTML] Investigating the preferences of individuals on public transport innovations using the Maximum Difference Scaling method

S Tsafarakis, P Gkorezis, D Nalmpantis… - European Transport …, 2019 - Springer
Abstract Introduction Public Transport users have diverse mobility needs and preferences on
how to meet those needs. While this is consistent with typical standards for both academic …

Chinese outbound tourist preferences for all-inclusive group package tours: A latent class choice model

N Chen, L Masiero, CHC Hsu - Journal of Travel Research, 2019 - journals.sagepub.com
Extensive studies were conducted to understand package tour participants, but little is
known about the selection and trade-off for a specific tour versus another. A stated choice …

Consumer switching in retail electricity markets: Is price all that matters?

T Ndebele, D Marsh, R Scarpa - Energy Economics, 2019 - Elsevier
We model consumer switching in retail electricity markets in New Zealand to identify
important determinants of switching and estimate willingness to pay (WTP) for six non-price …

I want to ride it where I like: measuring design preferences in cycling infrastructure

T Rossetti, V Saud, R Hurtubia - Transportation, 2019 - Springer
Sidewalk cyclists are a major concern to planners in many cities around the world: they are
considerable in numbers, and increase the risk of injury not only to pedestrians but also to …