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

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

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 brief explanation of some ML algorithms commonly used for transportation research, specifically Artificial Neural Net...

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Bibliographic Details
Main Author: Juan D. Pineda-Jaramillo
Format: Article
Language:English
Published: Universidad Nacional de Colombia 2019-10-01
Series:Dyna
Subjects:
modeling travel mode choice
artificial neural networks (ann)
decision trees (dt)
support-vector machines (svm)
cluster analysis (ca)
multinomial logit model (mnl)
machine learning (ml) algorithms
Online Access:https://revistas.unal.edu.co/index.php/dyna/article/view/79743

Internet

https://revistas.unal.edu.co/index.php/dyna/article/view/79743

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