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20232025
most citedA prediction and behavioural analysis of machine learning methods for modelling travel mode choice

58 citations · 63 across the 3 of their papers we have counts for

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cs.LG2024★ 5 cited

Scalable Kernel Logistic Regression with Nyström Approximation: Theoretical Analysis and Application to Discrete Choice Modelling

José Ángel Martín-Baos, Ricardo García-Ródenas, Luis Rodriguez-Benitez +1

The application of kernel-based Machine Learning (ML) techniques to discrete choice modelling using large datasets often faces challenges due to memory requirements and the conside…