Machine Learning

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

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 Python package for performing penalized maximum likelihood estimation of conditional logit models using Kernel Logistic Regression featured image
Kernel Logistic Regression

A Python package for performing penalized maximum likelihood estimation of conditional logit models using Kernel Logistic Regression

In the last few years, the success of Machine Learning (ML) algorithms has led to the extension of their applications to areas such as transport planning. One of the main tasks …

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A general approach to fuzzy community detection in social networks featured image
Benchmark Network

A general approach to fuzzy community detection in social networks

The present work addresses the problem of community detection in social networks. Determination of the community structure permits to identify the organizational and functional …

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