Gaussian process latent class choice models

•Integration of machine learning and discrete choice models.•New choice model referred to as Gaussian process latent class choice model.•Derivation and implementation of an expectation-maximization algorithm.•More complex and flexible representation of unobserved heterogeneity.•The model improves pr...

Full description

Bibliographic Details

Published in:	Transportation research. Part C, Emerging technologies Vol. 136; p. 103552
Main Authors:	Sfeir, Georges, Rodrigues, Filipe, Abou-Zeid, Maya
Format:	Journal Article
Language:	English
Published:	Elsevier Ltd 01.03.2022
Subjects:	Discrete choice models EM algorithm Gaussian process Latent class choice models Machine learning Latent class choice models Gaussian process Discrete choice models EM algorithm Machine learning
ISSN:	0968-090X, 1879-2359
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!