Predicting factors affecting the intention to use a 3PL during the COVID-19 pandemic: A machine learning ensemble approach
The COVID-19 pandemic had brought changes to individuals, especially in consumer
behavior. As the government of different countries has been implementing safety protocols …
behavior. As the government of different countries has been implementing safety protocols …
Application of machine learning technology for occupational accident severity prediction in the case of construction collapse accidents
X Luo, X Li, YM Goh, X Song, Q Liu - Safety science, 2023 - Elsevier
Abstract Machine learning algorithms are capable of handling complex non-linear problems
related to the prediction domain, but further exploration is required for automated, semi …
related to the prediction domain, but further exploration is required for automated, semi …
[HTML][HTML] A machine learning approach for unraveling the influence of air quality awareness on travel behavior
Urbanization has escalated air pollution levels with subsequent health implications. This
study explores the potential of awareness about air quality levels on travelers' choices and …
study explores the potential of awareness about air quality levels on travelers' choices and …
Classification of weather conditions based on supervised learning for swedish cities
M Safia, R Abbas, M Aslani - Atmosphere, 2023 - mdpi.com
Weather forecasting has always been challenging due to the atmosphere's complex and
dynamic nature. Weather conditions such as rain, clouds, clear skies, and sunniness are …
dynamic nature. Weather conditions such as rain, clouds, clear skies, and sunniness are …
Assessing the factors affecting the perceived crossing speed of pedestrians and investigating the direct and indirect effects of crash risk perception on perceived …
A Saxena - Journal of Transport & Health, 2023 - Elsevier
Walking is the primary means of transportation. For assessing individual's health, travel
behaviour and benchmarking service levels of pedestrian infrastructure, walking/crossing …
behaviour and benchmarking service levels of pedestrian infrastructure, walking/crossing …
Application of machine learning to child mode choice with a novel technique to optimize hyperparameters
Travel mode choice (TMC) prediction is crucial for transportation planning. Most previous
studies have focused on TMC in adults, whereas predicting TMC in children has received …
studies have focused on TMC in adults, whereas predicting TMC in children has received …
Exploring the nonlinear and threshold effects of travel distance on the travel mode choice across different groups: an empirical study of Guiyang, China
M He, J Li, Z Shi, Y Liu, C Shuai, J Liu - International Journal of …, 2022 - mdpi.com
Examining how travel distance is associated with travel mode choice is essential for
understanding traveler travel patterns and the potential mechanisms of behavioral changes …
understanding traveler travel patterns and the potential mechanisms of behavioral changes …
Machine-learning-based diagnostics of cardiac sarcoidosis using multi-chamber wall motion analyses
J Eckstein, N Moghadasi, H Körperich, R Akkuzu… - Diagnostics, 2023 - mdpi.com
Background: Hindered by its unspecific clinical and phenotypical presentation, cardiac
sarcoidosis (CS) remains a challenging diagnosis. Objective: Utilizing cardiac magnetic …
sarcoidosis (CS) remains a challenging diagnosis. Objective: Utilizing cardiac magnetic …
Ebike Sharing vs. Bike Sharing: Demand Prediction Using Deep Neural Networks and Random Forests
M Schnieder - Sustainability, 2023 - mdpi.com
Background: Conventional bike sharing systems are frequently adding electric bicycles. A
major question now arises: Does the bike sharing system have a sufficient number of ebikes …
major question now arises: Does the bike sharing system have a sufficient number of ebikes …
[HTML][HTML] Utilizing a machine learning ensemble to evaluate the service quality and passenger satisfaction among public transportations
AKS Ong, TIF Agcaoili, DER Juan, PMR Motilla… - Journal of Public …, 2023 - Elsevier
Public transportation is an essential criterion that benefits several social sectors. Hence,
most developing countries display an increase in the demand for enhanced public utility …
most developing countries display an increase in the demand for enhanced public utility …