Travel Behaviour

A prediction and behavioural analysis of machine learning methods for modelling travel mode choice featured image

A prediction and behavioural analysis of machine learning methods for modelling travel mode choice

The emergence of a variety of Machine Learning (ML) approaches for travel mode choice prediction poses an interesting question to transport modellers: which models should be used …

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A comparative study of machine learning, deep neural networks and random utility maximization models for travel mode choice modelling featured image

A comparative study of machine learning, deep neural networks and random utility maximization models for travel mode choice modelling

Traditionally, Random Utility Maximization (RUM) models have been widely applied to travel mode choice modelling. Currently, Machine Learning (ML) models are being applied as an …

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